2026-05-18T03:40:56Z https://ejournal.undip.ac.id/index.php/index/oai

oai:ojs.ejournal.undip.ac.id:article/23676 2020-04-17T08:12:19Z jsinbis:RAC

Klasifikasi Citra Alat Musik Tradisional dengan Metode k-Nearest Neighbor, Random Forest, dan Support Vector Machine Sujaini, Herry Klasifikasi; alat musik; k-Nearest Neighbor; Random Forest; Support Vector Machine Dalam dekade terakhir, metode non-parametrik (algoritma berbasis pembelajaran mesin) semakin banyak dipergunakan dari berbagai aplikasi berbasis pengolahan citra digital. Penelitian ini bertujuan untuk membandingkan tiga metode non-parametrik yaitu Metode k-Nearest Neighbor (kNN), Random Forest (RF), dan Support Vector Machine (SVM) terhadap klasifikasi citra alat musik tradisional di Indonesia yang populer di kalangan masyarakat yaitu : angklung, djembe, gamelan, gong, gordang, kendang, kolintang, rebana, sasando, dan serunai. Dari hasil eksperimen pengklasifikasian dengan metode kNN, RF dan SVM, metode kNN memiliki akurasi yang paling baik. Rata-rata nilai precision ketiga metode tersebut berturut-turut adalah 92,1% untuk kNN, 85,4% untuk SVM, dan 69,4% untuk RF Diponegoro University 2019-11-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23676 10.21456/vol9iss2pp185-191 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 185-191 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23676/16050 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/23676/3526 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/23676/4315 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59436 2024-10-09T18:44:39Z jsinbis:RAC

Impact Of Sarcasm Detection on Sentiment Analysis Using Bi-LSTM and FastText Amalia, Junita Matondang, Dian Filia Hutajulu, Gibert E.M. Hasibuan, Agustina Bidirectional Long Short-Term Memory; FastText; Accuracy; Sentiment; Sarcasm; Classification. Sentiment analysis categorizes a collection of texts in a document as either positive or negative. However, sometimes it cannot give accurate results due to sarcastic sentences. Sarcasm involves the use of positive language to convey negative meanings, So sarcasm detection is needed for sentiment classification to provide better results. One method that can be used to perform Sentiment classification is Bidirectional Long Short-Term Memory (Bi-LSTM). However, text data cannot be processed by Bi-LSTM, so it requires word embedding to convert text data into vectors. In this study, the word embedding used is FastText because it can learn the form of words by considering subword information. The results showed that sentiment classification with sarcasm detection could improve evaluation results by 0.08 for precision, 0.07 for recall, 0.07 for F1-score, and 0.07 for accuracy. A paired sample t-test was conducted on precision, recall, F1-score, and accuracy to examine whether there is a difference between sentiment classification with and without sarcasm detection. The obtained p-values are 2.84.10-9, 4.63.10-7, and 2.40.10-8, 6.22.10-8, respectively. This indicates a difference between sentiment classification with and without sarcasm detection. Therefore, with a 95% confidence level, it can be concluded that sarcasm detection impacts sentiment classification. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59436 10.21456/vol14iss4pp353-362 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 353-362 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59436/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10146 2017-08-30T17:20:00Z jsinbis:RAC

Sistem Informasi Kinerja Layanan Laboratorium Medis dengan Metode Six Sigma Dewi, Anindita Kusumastuti Widiyanto, Ibnu Laboratory Performance; Six Sigma; Servqual; Dashboard Medical Laboratory currently holds a very important role in medicine. Evaluation of laboratory quality plays a very important to maintain accurate laboratory results. This study aims to design an information system performance based on the same perception of medical laboratory services from customers using Six Sigma methods and frameworks using ServQual questionnaire. Selection of Six Sigma itself is based on this method can measure the extent to which each process deviates from its purpose as well as to reduce the variation of each of the attributes.  Six Sigma DMAIC namely (Define, Measure, Analyze, Improve, Control) preferred because the end result will not yield new products, but only improvements on existing processes. The results of this calculation will be presented in the form of a dashboard for easier management in understanding the results of the evaluation. From the system can be obtained an average value of consumer perceptions terhdap performance today is 2,883, consumer expectations on the performance of 3.3768, the gap between the perceptions and expectations of consumers is -0.4936, customer satisfaction will be the performance of the current 85.37%, the value of 423 360 DPMO and sigma value there at the 2.07664 level.  Diponegoro University 2016-02-15 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10146 10.21456/vol5iss2pp161-170 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 161-170 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10146/pdf

oai:ojs.ejournal.undip.ac.id:article/32490 2021-09-01T00:20:11Z jsinbis:RAC

Pengamanan Pesan Menggunakan Metode MLSB PRNG dan Kompresi File dengan Algoritma RLE pada File Audio Rivaldo, Rian Handrizal, Handrizal Herriyance, Herriyance Steganography; Modified Least Significant Bit; Pseudo-Random Number Generator; Multiply with Carry; Compression; Run Length Encoding The development of sending messages from one place to another can be done regardless of distance and time. However, the delivery of these messages is hampered by problems of confidentiality and message security. Especially if the data contains important and confidential information that not just anyone is allowed to read and find out about it. In overcoming this problem, steganography techniques can be used with the Modified Least Significant Bit algorithm, where the determination of the embedding index is based on random numbers generated by the Pseudo-Random Number Generator with the Multiply with Carry algorithm. In addition to security, data size is also an important factor in data transmission. The larger the size the more time it will take to transmit the data. Therefore, the Run Length Encoding algorithm is needed to compress the data size, which will shorten the time to transmit the data. In the message extraction process, a stego key is needed to generate random numbers. Based on the testing of the extraction process with an arbitrary key, it is obtained that the message tested is not the original message that has been embedded previously. In the results of the embedding and extraction process, it is obtained that the average value of PSNR is 63.61498 dB, which means the quality of the stego object produced is quite good. Whereas the measurement of file compression performance results with an average value of Compression Ratio at 1.00113, Space Savings at 0.1133%, and Bitrate at 584025.33 bits/sample. These results indicate that RLE algorithm compression is not efficient to compress file sizes. Diponegoro University 2021-04-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32490 10.21456/vol11iss1pp1-8 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 1-8 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32490/pdf Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6059 2016-04-06T06:28:41Z jsinbis:RAC

Aplikasi Terminal Sidik Jari Dalam Pemantauan Imunisasi Balita Sugiyanto, Sugiyanto Monitoring  the  implementation  of  immunization  as  an  effort  to  achieve  a  targeted  immunization  Universal  Child  Immunization  ieimmunization  coverage  of  at  least  80%  complete  on  the  baby  evenly  from  all  over  the  village  /  villages  in  Indonesia.  Constraintsrecapitulation  of  data  validation  and  reporting  system  is  running  slow  due  to  the  location  of  posyandu  and  vulnerable  human  errorcommitted by  the officer.  The need for  appropriate  tools  to  support the  monitoring of  immunization  activities,  by combining  hardwareand  software  in the  form of a  fingerprint  terminal  application.  This study uses a  model of  sequential  liner  system design,  software  useBorland  Delphi  7.0,  firebird  database,  as well as components  massanger  yahoo  as  an additional component  in  Borland  Delphi  7.0 forsynchronization  of  text  data  transmission  between  client  computers  and  server  computers.  Hardware  used,  fingerprint,  personal computers,  netbooks  and  GSM  modem.  The  results  of  this  study,  resulting  in  the  application  of  biometric  terminal  for  monitoringimmunization of infants aged 0 to 11 months, with the performance needs of the time synchronization of data, depending on the speed is relatively fast internet bandwidth used.Keywords : Immunization, Fingerprint Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21 10.21456/vol1iss3pp135-142 Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011; 135-142 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/21/275

oai:ojs.ejournal.undip.ac.id:article/71807 2025-07-07T19:24:14Z jsinbis:RAC

Implementation of the Ensemble Machine Learning Algorithm for Student Dropout Prediction Analysis Winarsih, Winarsih Sutanto, Heri Widodo, Aris Puji Bi-criteria scheduling; Machine Learning; Student dropout prediction; Data Mining; Random Forest; Open University Learning Analytics (OULAD) Educational Data Mining provides an effective approach to tackle numerous issues within the education sector, including the capacity to perform predictive analyses regarding student attrition based on academic information. In this research, data from the Open University Learning Analytics dataset (OULAD), which is publicly accessible, has been employed, which encompasses student information collected during online learning. We apply various Machine Learning models, including Decision Trees, Naïve Bayes, Logistic Regression, and ensemble approaches like Random Forest and AdaBoost. Among the models tested, Random Forest (RF) achieved the highest accuracy of 89.37%, along with a precision of 89.57% and a recall of 93.86%, using the data splitting approach. When employing an alternative evaluation model, specifically K-Fold Cross Validation, the maximum F1 score achieved was 9.45%. In summary, the ensemble machine learning algorithm, specifically Random Forest (RF), exhibited strong performance in predicting student academic achievement quality. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71807 10.14710/vol15iss2pp159-166 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 159-166 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71807/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10200 2020-04-17T08:07:05Z jsinbis:RAC

Implementasi Rule Based Expert Systems untuk Realtime Monitoring Penyelesaian Perkara Pidana Menggunakan Teknologi Radio Frequency Identification Fuah, Mar Rule Based Expert system; Realtime monitoring; RFID; Criminal Case. One of the problems in the criminal case completions is that the difficulty of making decision to estimate when the settlement of the case file will be fulfilled. It is caused by the number of case files handled and detention time changing. Therefore, the fast and accurate information is needed. The research aims to develop a monitoring system tracking and tracking of scheduling rules using Rule Based Expert Systems method with 17 rules, and supported by Radio Frequency Identification technology (RFID) in the form of computer applications. Based on the output of the system, an analysis is performed in the criminal case settlement process with a set of IF-THEN rules. The RFID reader read the data of case files through radio wave signals emitted by the antenna toward active-Tag attached in the criminal case file. The system is designed to monitor the tracking and tracing of RFID-based scheduling rules in realtime way that was built in the form of computer application in accordance with the system design. This study results in no failure in reading active tags by the RFID reader to detect criminal case files that had been examined. There were many case files handled in three different location, they were the constabulary, prosecutor, and judges of district court and RFID was able to identify them simultaneously. So, RFID supports the implementation of Rule Based Expert Systems very much for realtime monitoring in criminal case accomplishment. Diponegoro University 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10200 10.21456/vol7iss1pp73-79 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 73-79 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10200/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/10200/1309 Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/41830 2023-03-01T18:43:29Z jsinbis:RAC

Perancangan Arsitektur Enterprise FMIPA UNTAN Menggunakan Kerangka Kerja TOGAF Berbasis SOA Mutiah, Nurul Febriyanto, Ferdy Enterprise Architecture; TOGAF; SOA; Archimate; TOGAF Modelling The research aims to develop an Enterprise Architecture from FMIPA UNTAN, this is based on the many individual information systems that have been developed by FMIPA UNTAN which are not integrated in data and technology. This situation results in overlapping data that can affect the effectiveness of decision making within the organization. The designed Enterprise Architecture implements the concept of service-oriented architecture in order to support the integration between the business layer and the organization's technology layer. To support the research, several concepts are used, such as TOGAF as a framework for developing Enterprise Architecture, Service Oriented Architecture as a supporter for integration of architectural layers, and Archimate and Business Process Modeling Notation as a modeling language used to create architectural artifacts. The stages of the research included problem identification, the Enterprise Architecture development process followed the stages of TOGAF ADM namely the preliminary phase, architectural vision, business architecture, information system architecture, technology architecture, and making an architecture implementation roadmap. The results of the development of Enterprise Architecture are architectural artifacts consisting of catalogs, matrices, and diagrams of business, information system, and technology architecture. Based on the design results, it is found that the Enterprise Service Bus concept in Service Oriented Architecture can be used to support application and data integration in organization, as well as the concept of service access can bridge the gap between the business layer and the technology layer. Diponegoro University 2022-12-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/41830 10.21456/vol12iss2pp116-123 Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022; 116-123 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/41830/pdf Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9562 2016-04-06T06:51:22Z jsinbis:RAC

Rancang Bangun Sistem Business Intelligence Universitas Sebagai Pendukung Pengambilan Keputusan Akademik Arifin, Zainal Sugiharto, Aris Sistem business intelligence universitas dimulai dengan tahapan integrasi data, analisis data, membuat laporan dan membuatweb portal dan kemudian mengitegrasikan laporan tersebut dengan web portal. Analisis data diolah dengan OLAP, KPI dandata mining untuk mengekstrak informasi dari data yang tersimpan didalam data warehouse. Hasil proses analisis datatersebut di representasikan dalam bentuk laporan statistik dan dashboard, kemudian digunakan sebagai pendukungpengambilan keputusan akademik. Penelitian ini bertujuan merancang bangun sistem business intelligence universitassebagai pendukung pengambilan keputusan akademik pada Universitas Mulawarman berbasis web dengan OLAP. Penelitianini menghasilkan kerangka sistem dan web portal sistem business intelligence universitas yang diakses melalui browsersecara online. Business Intelligence dapat digunakan sebagai solusi untuk mempertimbangkan proses pengambilan keputusandalam pengelolaan universitas dan solusi dalam peningkatan kinerja pengelolaan akademik untuk mencapai keunggulanakademik.Kata kunci : Business Intelligence; Data warehouse; OLAP; KPI; Data mining Diponegoro University 2013-04-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6 10.21456/vol3iss1pp30-40 Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013; 30-40 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6/pdf

oai:ojs.ejournal.undip.ac.id:article/69011 2026-05-11T08:27:48Z jsinbis:RAC

Analysis of Self-Efficacy and User Satisfaction in Sustainable Use of The GOBIS Surabaya Application through PLS-SEM Approach Abdhillah, Sony Tikno, Tikno Self-efficacy; User Satisfaction; E-government; GoBis; Surabaya This study aims to examine the factors influencing the sustained usage of the GoBis e-government application in Surabaya, Indonesia. By investigating constructs such as Information Quality (IQ), Personal Outcome Expectation (POE), Self-Efficacy (SE), Satisfaction (SAT), Service Quality (SQ), Social Influence (SI), and Prior Experience (PE), the research utilizes Structural Equation Modeling - Partial Least Squares (SEM-PLS) to analyze user engagement and behavior. The analysis, based on a sample of 409 respondents, reveals that Information Quality, Personal Outcome Expectation, Self-Efficacy, and Satisfaction significantly impact users' intention to continue using the application. Specifically, Information Quality was identified as a crucial determinant, influencing Continuance Intention, Self-Efficacy, and Satisfaction, highlighting the importance of high-quality information in building user confidence and satisfaction. In contrast, Service Quality and Social Influence were found to have a limited effect on Continuance Intention, suggesting that these factors contribute to user satisfaction but are not primary drivers of long-term engagement. The findings emphasize the need for improving user experiences by enhancing information quality, promoting self-efficacy programs, and providing regular user-centered updates. The study concludes with recommendations for stakeholders to focus on continuous service improvements and regular user feedback evaluations to meet evolving public service standards and foster higher community engagement. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/69011 10.14710/vol15iss3pp384-394 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 384-394 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/69011/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/69011/18532 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/18811 2018-12-26T00:47:38Z jsinbis:RAC

The Herbalist Game Edukasi Pengobatan Herbal Berbasis Android Afrianto, Irawan Furqon, Rifan Muhammad Educational games; Herbs; Treatment; Multimedia development life cycle (MDLC); Simulation;Android Herbal treatment is a method of treatment using natural ingredients that are all around us. Introducing herbal medicines and treatments can be performed using educational games. The purpose of this research is to develop educational games that can teach users to be able to know the ingredients of herbs and how to process it into a drug to cure a disease. The method used in the development of this educational game is multimedia development life cycle (MDLC). The MDLC method is used to develop this educational game, starting with the concept definition stage, the design phase, followed by the collecting material stage, followed by the assembly stage, testing, and ending with the distribution stage. This educational game is a type of simulation that visualizes the form of herbal ingredients, and how to manufacture herbal medicine derived from these materials to cure a disease. Games using mobile devices have advantages that learning can be done anywhere and anytime, so the android platform is chosen as the media development of this educational game. Educational game testing is done using the alpha method to determine the functionality of the application, and beta test to the user. Alpha testing shows that every functionality in this educational game has gone well. While beta testing conducted with questionnaires shows that this educational game is enough to help users add knowledge about herbal ingredients and how to make herbal remedies through images, animation and how to play. In addition, the interface of this game is quite interesting and easy to use. Diponegoro University 2018-10-24 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18811 10.21456/vol8iss2pp141-148 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 141-148 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18811/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/56781 2023-12-31T10:13:04Z jsinbis:RAC

Sistem Manajemen Sekolah Sepak Bola dan Kompetisi Bolasoft Menggunakan Metode Rapid Application Development Bratakusuma, Trias Ma'arifah, Windiya Bolasoft; SSB; Filanesia; RAD; Black Box Testing;User Acceptance Testing Peran serta teknologi dalam mendukung sepakbola menjadi industri dari aspek olahraga akan sangat menguntungkan dan memiliki peminat yang sangat tinggi. Pengembangan sistem informasi bolasoft sebagai sistem manajemen sekolah sepak bola (SSB) dan manajemen kompetisi atau turnamen dengan mengadopsi kurikulum filanesia menjadi solusi dari permasalahan klasik dunia sepak bola di Indonesia. Bolasoft berupaya untuk mengatasi permasalahan klasik yang terjadi diantaranya praktik pemalsuan umur, joki pemain, overtraining, dan permasalahan terkait dengan standarisasi pengelolaan sekolah sepakbola (SSB). Sistem informasi bolasoft sebagai sistem manajemen sekolah sepak bola (SSB) dan manajemen kompetisi/turnamen diimplementasikan dalam sistem berbasisi website menggunakan metode pengembangan sistem Rapid Application Development (RAD). Sistem informasi bolasoft yang telah diimplementasikan kemudian diuji menggunakan metode black box testing dan juga user acceptance testing (UAT). Hasil pengujian menggunakan metode black box testing didapatkan nilai 100 valid untuk kategori fitur-fitur yang sesuai dengan kebutuhan pengguna dan dapat dioperasikan tanpa terdapat kendala secara teknis. Kemudian hasil pengujian menggunakan metode user acceptance testing (UAT) yaitu hasil dari pengujian dari segi penerimaan pengguna terhadap sistem yang dihasilkan mendapatkan hasil 100 % “Setuju” melalui tanggapan dari kuisioner yang dibagikan. Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56781 10.21456/vol14iss1pp1-11 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 1-11 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56781/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/56781/14106 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9867 2016-01-02T04:06:02Z jsinbis:RAC

Sistem Pemungutan Suara Elektronik Menggunakan Model Poll Site E-Voting Haryati, Haryati Adi, Kusworo Suryono, Suryono General elections is a regular agenda for a democtaric state, the applied paper based voting has several drawbacks, including spoiled ballots, inaccuracy in the counting of votes and reporting of election results which tends to be slow. Therefore , it needs to develop an electronic voting system that is user friendly for Indonesian people, which will reduce confusion from the previous system changes. Electronic voting aims at increasing participation, accuracy and efficiency of election results. Electrinoc voting has its own challenges to the implementation in Indonesia, ranging from the lack of legal protection, the heterogeneous level of education, culture, soceity and the digital gaps. The model developed in this thesis is the poll site e-voting, based on the rules of General Elections Commision (KPU) as the organizer of the elections. In this model, people still go to the pools, using the ID number od ID card as a verification tool and voting at the voting booths provided. The system automatically stores the results in a database option, and after the spesified time will show both the results of the voting and other and other information required by the Commission. Voting system with a model of e-voting poll site is expected to have a good chance an a low level of risk to be applied in Indonesia.   Keywords : E-voting; Poll site; Rule based; Risk. Diponegoro University 2014-04-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9867 10.21456/vol4iss1pp67-74 Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014; 67-74 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9867/Haryat

oai:ojs.ejournal.undip.ac.id:article/22873 2019-07-25T21:15:25Z jsinbis:RAC

Rancang Bangun Pengelolaan Dan Penggunaan Dana Desa Sistem Terpadu Dengan Metode Berorientasi Objek Rasminto, Hendri Siswanto, Siswanto Danang, Danang Village Funds; Systems; Databases; Budget The Village Fund Budget is a revenue-sharing fund between the District and Village Governments for the welfare of the community. The budget obtained is managed by the village government for community development and welfare. Budget management by the Village Government has been regulated in the Semarang Regent Regulation Number 8 of 2016 concerning Village Financial Management that that Changes to the Village Revenue and Expenditure Budget are stipulated by Village Regulations. Budgeting that has to create a new form in Microsoft Excel will increase the length of work time and must understand excel logic. The absence of databases and security systems that are not yet available is a balance between the need for an information system for managing village expenditure expenditure budgets that will make time more effective in budgeting. This information system uses Visual Basic 6.0 with the MySQL database. The research method used is R & D which was developed by Borg and Gall (1983) through the following stages: Research and information collecting, Planning, Develop prelminary form of product, Prelminary field testing, Main product revision, Main field testing. Designing a system that will produce a prototype product that will be tested by internal and external experts who will assess the design is valid or not. If the design is valid, it will produce a Accounting Information System prototype product of the Village Revenue and Expenditure Management (APBDes) that can be used, but if the product is not valid, it will be repaired according to expert instructions until the product is declared valid and usable. After being declared valid by the expert, it will produce a prototype product that can be used.  The purpose of the village income and expenditure budget management information system in the Kaliwungu village is expected to be able to assist in the preparation of village income and expenditure budgets so that the time needed to prepare the report is quite effective and not too late. With the distribution of access rights and security systems, the information system for managing village income and expenditure budgets is expected to be safer Diponegoro University KemenristekDikti 2019-07-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22873 10.21456/vol9iss1pp112-120 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 112-120 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22873/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/61606 2024-08-07T01:29:42Z jsinbis:RAC

Prediksi Perubahan Hemodinamik Pasien setelah Pemberian Premedikasi menggunakan Machine Learning Neural Network Guna Meningkatkan Kinerja Penanganan Medis Aryasa, Jiyestha Aji Dharma Widodo, Aris Puji Widodo, Catur Edi Pembelajaran Mesin; Jaringan Saraf Tiruan; Feedforward; Hemodinamik; Premedikasi This research presents the development process of a machine learning neural network model for predicting hemodynamic changes in patients after premedication, aiming to enhance the performance of medical interventions. The model was constructed using 3055 patients’ data who underwent premedication processes. The developed neural network model has an architecture consisting of 10 nodes in the input layer, 10 nodes in the hidden layer, and 3 nodes in the output layer. The evaluation results of the model indicate an overall accuracy of 85%. The precision values are high for normal class predictions at 0.85 and for hypertension class predictions at 0.81 with corresponding recalls of 1 (high) and 0.6 (moderate), respectively. However, predictions for the hypotension class still have a low precision of 0.6 and a recall of 0.04 (very low) due to the significantly lower number of samples in the hypotension class compared to the normal and hypertension classes. While testing with new data, the model has successfully predicted whether patients will experience hemodynamic pressure changes. It is expected that this model can contribute to improving the performance of medical interventions, thereby minimizing undesirable hemodynamic pressure changes. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/61606 10.21456/vol14iss3pp256-266 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 256-266 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/61606/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9909 2017-08-30T17:23:19Z jsinbis:RAC

Pendekatan Clustering untuk Ekstraksi Pengetahuan pada Pembangunan Sistem Manajemen Pengetahuan Pulukadang, Dwinta Rahmallah Mustafid, Mustafid Farikhin, Farikhin Knowledge Management System; Extraction; K-means; Clustering The importance of knowledge management in any organization encourages the development of a knowledge management system with features that can facilitate knowledge management processes such as storing, organizing, filtering, searching, and most important is the transfer of knowledge. The purpose of this researchis to develop a knowledge management system with a clustering approach for knowledge extraction by using a knowledge of publication writing. This study uses clustering k-means method which is used for cluster knowledge feature where at the same time can help the process of organizing, filtering, browsing and searching knowledge. The results of this research showed that the clustering k-means can be used for knowledge management system with the best value of purity= 0,8454 which is found by using k = 20. Clustering approach in the system again can help the process for knowledge searching based on knowledge cluster. This can be proved by carried out 15 times experiments which result in average level of accuracy (precision) about 89.13% and the average rate of completeness (recall)about 85.73 %.   Diponegoro University 2015-07-13 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9909 10.21456/vol5iss2pp79-83 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 79-83 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9909/pdf

oai:ojs.ejournal.undip.ac.id:article/31901 2020-12-29T22:45:40Z jsinbis:RAC

Evaluasi Keberhasilan Sistem Informasi Akademik dengan Pendekatan Model DeLone dan McLean Meilani, Lala Suroso, Arif Imam Yuliati, Lilik Noor DeLone and McLean; Evaluation; Academic Information System Success Development of academic management needs will increasingly complex, therefore the development of academic information systems must be oriented to user satisfaction as a way to measure the success of the information system. This study aims to analyze the performance of the quality of academic information systems (SIAKAD) and analyze the factors that influence the use, user satisfaction and net benefits of SIAKAD at Sultan Ageng Tirtayasa University. The respondents used in this study consisted of three groups totaling 400 people. The model used in this research is the information system success model from DeLone and McLean. Descriptive analysis is used to explain respondents' perceptions and evaluations of the successful implementation of SIAKAD. SEM PLS analysis is used to analyze the factors that influence the successful implementation of SIAKAD at Sultan Ageng Tirtayasa University. SIAKAD users rated success at the semantic level and technical level included in the good category, while the success at the effectiveness level was still in the good enough category. Hypothesis testing results indicate that the quality of information system quality and service quality has a significant positive effect on the use and satisfaction of users, the use of a significant positive effect on user satisfaction, and the use and satisfaction of users has a positive and significant effect on the net benefits of SIAKAD. Diponegoro University 2020-11-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31901 10.21456/vol10iss2pp137-144 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 137-144 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31901/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6044 2016-04-06T06:14:29Z jsinbis:RAC

Determinasi Faktor-Faktor Keamanan E-Banking Terhadap Kepercayaan dengan Pendekatan Technology Acceptance Model Qamaruzzaman, M. Haris Surarso, Bayu Suhartono, Suhartono Safety  and  convenience  factor  is  important  for  confidence  in  the  use  of  e-banking.  This  study  aimed  to  investigate  the  factors determination  using  e-banking  approach  to  technology  acceptance  model,  and  analyze  the  determination  of  the  factors  the  use  of  ebanking  with  the  Technology  Acceptance  Model  approach.  Technology  Acceptance  Model  (TAM)  is  a  model  used  to  explain  the acceptance of the technology to be used by users of the technology. In the context of this study, TAM raises the safety factor and the factor of ease of use of e-banking to e-banking trust uses. This research is a field research (field research) with a quantitative approach that examines the issues being studied. Sampling method using random sampling technique as much as 100 respondents. Data collection techniques are the primary data by distributing questionnaires to the users e-banking. While the secondary data that other reports related to research. The data analysis techniques used include descriptive statistics and analysis phases of statistical regression analysis. These results prove that the safety factor has a significant and positive effect on user confidence in e-banking proven Ho is rejected and Ha accepted  with  a  significance  level  of  0.001  (<0.05),  while  the  convenience  factor  also  has  a  positive  and  significant  impact  on  user confidence in e-banking proven Ho is rejected and Ha accepted with a significance level of 0.000 (<0.05).Keywords: Factor Security; Ease; Confidence Use of e-banking; Technology Acceptance Model (TAM) Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10 10.21456/vol1iss2pp64-68 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 64-68 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/10/263

oai:ojs.ejournal.undip.ac.id:article/63939 2025-06-12T07:30:50Z jsinbis:RAC

Sistem Informasi Forecasting Produksi Padi Menggunakan Metode Least Square Fikri, Moh Ali Ghozali, Ahmad Lubis Darsih, Darsih Information Systems; Least square, MAPE, Rice production; Forecasting. Agriculture has an important role in the commodity sector of the Indonesian people's economy. Indonesia is an agricultural country with extensive agricultural land. So it is truly ironic that Indonesia, as an agricultural country, has to import several basic food ingredients from abroad. Rice production data from year to year has decreased in Indonesia. If the decline in rice production continues in the future, Indonesia will not be able to cope with the increasing food needs of the people. More than 90% of the rice consumed by Indonesian people is self-produced. About 95% of this production is produced from rice fields. Indonesia's land area and territory are so large, a strategic step is needed that can overcome the problem of decreasing rice production. One step that can be taken is to mitigate rice production data by being able to read the data and process it into an appropriate source of information. One of the methods used is applying parameter estimation in regression analysis based on minimizing the sum of squares of the residuals created in the results of each individual equation, namely least squares. The data processed is rice harvest area, production and productivity by province in 2018-2020 and 2019-2023. The creation of the information system uses the PHP programming language version 8.2.4 which runs on the Apache 2.0 web server and the php-ml library. The research resulted in a forecast for rice production in 2024 of 52,676,827 tons, in 2025 of 51,936,919 tons, and in 2026 of 51,197,011 tons. Forecasting accuracy using the least squares method is very good with a MAPE value of 1.93%. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63939 10.14710/vol15iss1pp81-88 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 81-88 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63939/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/11889 2020-04-17T08:07:31Z jsinbis:RAC

Sistem Optimasi Inventory Berbasis Layanan Web Di PT Pelita Biru Bakti, Cristeddy Asa Decision making system; economic order quantity; inventory Various types of LPG sold, requiring a precise inventory management, especially the facts on the ground are often encountered uncertainties include uncertainty of demand and the performance cycle. The aim of this research  is to develop  decision making system to optimize inventory by the Economic Order Quantity method based on the Bowersox formula by using the combining of variables for demand uncertainty and performance cycle. The system uses the web service media method for easy access and maintenance with centralized data on the server and users only use the existing browser. The method of categorizing goods uses the category ABC by dividing the type of goods into categories A (very important), B (important) and C (not important). The results provide safe inventory value calculations based on variables of  uncertainty and performance cycles. With the optimization resulting from this system, the company can maintain the availability of the goods by making appropriate arrangements, priorities, and the amount so as to minimize the occurrence of the possibility of excess and lack of stock. Diponegoro University 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11889 10.21456/vol7iss1pp1-8 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 1-8 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11889/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/42783 2022-10-20T08:18:06Z jsinbis:RAC

Analisis Faktor yang Mempengaruhi Innovation Resistance dan Intention to Use Terhadap Penerapan Pembayaran Non Tunai Softina, Rifa Alfianu Amin, Faris Mushlihul Wahyudi, Noor Innovation Resistance; Intention to Use; MyPertamina; Cashless Payment; Self Efficacy; Social Influence Pertamina implements the MyPertamina cashless payment system to improve the quality of service to consumers in purchasing Pertamina products. Nevertheless, the MyPertamina application lacks users, as no research has discussed the reason for MyPertamina's low adoption rate; thus, it can be an exciting topic to investigate further. The objective of this research was to gain a better understanding of technological resistance by exploring the factors that contribute to resistance behaviour and intentions to adopt technology for MyPertamina services. The conceptual model was based on social influence, innovation resistance theory, and planned behaviour theory. Data was collected by distributing online questionnaires, and up to 350 data sets were processed using the structural equation model - partial least squares method. The results indicated that traditional and image barriers had a significant positive effect on innovation resistance, and social influence and self-efficacy significantly impacted the intention to use. In comparison, innovation resistance had a negative effect on the intention to use. Diponegoro University 2022-09-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/42783 10.21456/vol12iss1pp26-35 Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022; 26-35 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/42783/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/42783/11689 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6194 2016-09-29T01:43:10Z jsinbis:RAC

Pengujian Model Jaringan Syaraf Tiruan Untuk Kualifikasi Calon Mahasiswa Baru Program Bidik Misi Sayekti, Ilham Testing of neural network models for qualified new students Bidik Misi program is a software program that is built by using backpropagation neural network (ANN-BP) is used for the purpose of scholarship recipients qualify Bidik Misi of incoming freshmen at Semarang State Polytechnic . By using an 8 input variables such as parental occupation, parental income, parental education, number of dependents and academic values​​, with each variable consists of several different parameters, and 1 output variable result is rejected or accepted. Through a series of tests by combining the network parameters, in order to get the optimal results of neural networks, the best results are obtained logsig and purelin activation function. As research material used data from the 127 students who signed up as a potential recipient of a scholarship Bidik Misi. From some data, 50 data used as training data (learning), and 77 are used as test data, obtained results that a system built by the backpropagation neural network was able to qualify the scholarship recipients Bidik Misi success rate reached 99.21%. Keywords : Artificial neural network; Backpropagation; Bidik Misi; Kualifikasi Diponegoro University 2012-12-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/046 10.21456/vol2iss3pp146-150 Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012; 146-150 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/68729 2025-07-07T19:24:15Z jsinbis:RAC

Evaluating The Impact of Digital Marketing Strategies on Enrollment Decisions through PLS-SEM Analysis: Insights from Private University X Syunita, Zahra Raniah Putri Tikno, Tikno Digital Marketing; Student Enrollment; Higher Education; Social Media; PLS-SEM; Private Universities. This study evaluates the effectiveness of digital marketing strategies in influencing enrollment decisions at Indonesian private universities. With the increasing reliance on digital platforms, higher education institutions (HEIs) have adapted their marketing approaches to engage digitally-savvy prospective students. The aim of this research is to identify the most impactful strategies and their contribution to student enrollment decisions. Utilizing Partial Least Squares Structural Equation Modeling (PLS-SEM), the study compares three models: one derived from prior research and two newly proposed by the authors. Data collected from 325 respondents revealed that social media engagement and personalized direct messaging significantly enhance enrollment decisions, with the highest R² value (0.772) observed for social media engagement in Model 2. The Bayesian Information Criterion (BIC) indicated Model 2 as the best fit (-255.774) for explaining enrollment decisions. These findings suggest that strategies emphasizing social media engagement and personalized communication yield the greatest impact on prospective students. This study contributes to the growing field of digital marketing in higher education by offering actionable insights for enhancing online visibility and optimizing enrollment outcomes in a competitive market. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/68729 10.14710/vol15iss2pp237-250 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 237-250 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/68729/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/18395 2018-05-30T22:44:35Z jsinbis:RAC

Peningkatan Akurasi Prediksi Waktu Perbaikan Bug dengan Pendekatan Partisi Data Ridwan, Mochammad Arief Rochimah, Siti Prediction; Bug, Fixing time; Partition Software developers need to have a plan in setting up software development costs. Software repairs in the system maintenance phase can be caused by bugs. Bugs are malfunctions that occur in software that does not meet the needs of the software. The software bug can have a fast or long time in the repair depending on the difficulty level. Developers can be assisted by predictive model recommendations and provide time-out considerations for bug fixes. Some research has been done on the predicted time of bug fixes using various existing classification algorithms with free datasets that can be accessed or downloaded from the software site. The classification of existing research uses several datasets of varying time ranges, the results obtained from a very variable time span are assessed to be further enhanced by partitioning over time ranges prior to classification. With partitions based on the repair timeframe, improved accuracy has been made with some classification methods. The results obtained after performing trials on multiple datasets are an increase for the majority of the datasets used. There is also a decrease in accuracy in some tests performed with a particular dataset. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18395 10.21456/vol8iss1pp76-83 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 76-83 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18395/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/58575 2024-02-18T23:18:17Z jsinbis:RAC

Pengembangan Sistem Informasi Inspeksi Kesehatan Lingkungan Rumah Sehat Berbasis Website Cintya, Ranindyta Elda Prasetijo, Agung Budi Purnami, Cahya Tri Sistem Informasi, Rumah Sehat, Inspeksi Kesehatan Lingkungan Pengawasan terhadap kondisi kesehatan rumah dilaksanakan melalui kegiatan inspeksi kesehatan lingkungan rumah yang dilakukan oleh sanitarian puskesmas. Namun, Dinas Kesehatan selaku koordinator pelaporan data masih kesulitan mendapatkan informasi yang berkualitas dari pelaksanaan kegiatan inspeksi kesehatan lingkungan rumah tersebut. Adanya keterlambatan pelaporan, kesulitan akses dan update data, risiko ketidakuratan data, dan pelaporan yang kurang lengkap menjadi beberapa permasalahan di sistem pencatatan dan pelaporan data yang saat ini digunakan. Tujun penelitian ini adalah untuk mengembangkan sistem informasi inspeksi rumah sehat untuk memantau pencatatan dan pelaporan data serta evaluasi kinerja sanitarian puskesmas. Metode yang digunakan dalam penelitian ini menggunakan metodologi FAST (Framework for the Application of System Thinking) yang terdiri dari tahapan studi pendahuluan, analisis masalah, analisis kebutuhan, analisis keputusan, perancangan, konstruksi, dan implementasi. Sistem informasi inspeksi rumah sehat menghasilkan output laporan berupa tabel yang meliputi laporan rekapitulasi hasil penilaian rumah sehat, laporan progres penilaian rumah sehat per kelurahan, dan laporan rumah yang tidak memenuhi syarat sehat untuk berbagai level manajemen.  Diponegoro University 2023-10-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/58575 10.21456/vol13iss2pp172-178 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 172-178 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/58575/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9743 2016-01-01T23:04:16Z jsinbis:RAC

Metode Automatic Clustering dan Fuzzy Logical Relationships untuk Prakiraan Sugiarto, Singgih Gernowo, Rachmad Gunawan, Vincensius Penelitian mengenai prakiraan dengan menggunakan metode fuzzy time series dalam beberapa kurun waktu terahir ini terus dikembangkan, hal ini dilakukan untuk menutupi kekurangan yang ada pada prakiraan dengan menggunakan metode tradisional. Metode prakiraan tradisional seperti markov, moving average (MA),  dan autoregresive (AR) dapat berjalan untuk memprakirakan data stasioner, tetapi tidak untuk data yang tidak stasioner. Sedangkan auto regresive integrated moving average (ARIMA) dan Box-Jenkins dapat berjalan dengan baik dengan data tidak stasioner. Metode fuzzy time series dapat digunakan dengan baik untuk kedua jenis data tersebut. Salah satu hasil pengembangkan prakiraan fuzzy time series adalah metode automatic clustering dan fuzzy logical relationship yang dalam penelitian ini akan diimplementasikan untuk prakiraan permintaan kredit. Berbeda dengan penelitian sebelumnya, pada penelitian ini hasil prakiraan dapat menghasilkan lebih dari satu periode yang akan datang dengan tujuan untuk mengetahui pengaruh rentang periode terhadap error yang dihasilkan. Selain itu juga dalam penelitian ini jumlah interval dibagi kedalam beberapa sub interval dengan tujuan untuk mengetahui pengaruh pembagian sub interval terhadap error yang dihasilkan.   Kata kunci : Fuzzy time series, automatic clustering dan fuzzy logical relationship Diponegoro University 2013-12-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9743 10.21456/vol3iss3pp Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013 2502-2377 2088-3587 en

oai:ojs.ejournal.undip.ac.id:article/60139 2024-04-22T20:03:32Z jsinbis:RAC

Implementasi Metode MAUT pada Sistem Penunjang Keputusan dalam Perancangan Sistem E-Voting Pemilihan Calon Ketua OSIS Trisudarmo, Ragel Nursyamsu, Roni Wati, Dyah Puteria SPK, E-Voting, MAUT, Pemilihan, Demokrasi The process of selecting a chairman in an organization within the school environment is an important moment for students in training and developing leadership skills and understanding of a democratic system where every student has equal voting rights to elect a candidate for OSIS chairman who is considered good and capable. In order to get competent and qualified candidates for chairman or prospective chairman, system implementation is required. So far, the process of selecting prospective chairman is considered not serious and does not pay attention to the requirements or supporting aspects possessed by all prospective candidates. So far, it is still carried out subjectively. Therefore, it is necessary to implement a decision support system using the Multi-Attribute Utility Theory (MAUT) method effectively and assist in the process of selecting prospective chairman candidates objectively by being able to complete calculations based on the conditions or supporting aspects they have. The MAUT method is used to resolve the complexity of decision making in selecting a prospective chairman. The application of the MAUT method can provide recommendation results as a candidate for OSIS chairman in ranks 1 - 3 with the largest total results of 0.706 for A8, 0.689 for A2 results and 0.63 for A10 results, while ranks 4 - 6 as deputy chairman of OSIS with a value of 0.624 for A5, a value of 0.523 for A1 and 0.51 for the alternative A3 to then become a pair of candidates who will be selected directly using the E-Voting system. this system can make a significant contribution in increasing transparency, efficiency and validity in the democratic process in the school environment. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60139 10.21456/vol14iss2pp191-199 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 191-199 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60139/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9886 2016-01-03T13:28:33Z jsinbis:RAC

Aplikasi Sistem Pendukung Keputusan Untuk Menentukan Harga Layanan Teknologi Informasi Widodo, Edi Mustafid, Mustafid Widiyanto, Ibnu The effects of recency of information technology (IT) will be invested impaired, this makes it difficult to assess the information technology investment. This study intend to calculate the production cost of IT services with the activity based costing system method, to assess IT investments. This study make the position of IT department as an independent business that sells services to other departments within the organization (IT as a service - ITaaS). To assess the IT investment carried out in 3 stages, 1) Do departmentalize overhead, 2) Calculate the production cost of IT services,3) Perform investment analysis using cash flow simulation with the net present value method. The result of this study is decision support system information to assist management in determining the implementation of IT investments, to do their own (in-house) or purchased from an outside party (outsourced). In this way, losses due to errors in executing IT investments can be avoided, because the analysis is done prior IT investments held.   Keywords: IT Investment; Net Present Value (NPV); Activity-Based Costing system (ABC);Value chain; IT as a Service (ITaaS) Diponegoro University 2016-01-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9886 10.21456/vol4iss3pp194-204 Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014; 194-204 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9886/Edi%20Widodo

oai:ojs.ejournal.undip.ac.id:article/25712 2020-08-23T12:40:30Z jsinbis:RAC

Sistem Informasi Monitoring Skripsi Berbasis Web (Studi Kasus: Prodi Akuntansi Universitas Mercu Buana) Kristiyanti, Dinar Ajeng Mulyana, Ahmad Monitoring; Information System; Thesis; RAD One of the final requirements in academic education for students is to conduct scientific research as outlined in the form of a final thesis. The large number of students taking research courses, makes the Accounting Study Program of the Faculty of Economics and Business at Mercu Buana University difficult to monitor the implementation of the thesis in every semester. With this problem, the researcher aims to build an information system to monitor the thesis that can record all the processes from the beginning of choosing the topic, taking the thesis exam and the graduation done by students. The urgent need for the development of a thesis monitoring information system is the reason for choosing a method of developing Rapid Application Development (RAD), so that the wishes of the Head of Accounting Department of the Faculty of Economics and Business at Mercu Buana University can be fulfilled immediately. The RAD stage that has been carried out is the requirement gathering stage which covers the needs of the operational environment, functional requirements, information needs, and interface requirements. The design phase consists of conceptual schema design, database design and interface design. The result of this research is a thesis monitoring system which has been tested and applied to the Accounting Study Program at Mercu Buana University. This system helps for both students in thesis consultation and the head of accounting in monitoring thesis students effectively and efficiently. Diponegoro University STMIK Nusa Mandiri 2020-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25712 10.21456/vol10iss1pp56-63 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 56-63 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25712/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25712/5534 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6037 2016-04-06T06:12:07Z jsinbis:RAC

Rancang Bangun Portal E-Commerce Semarang-Handycraft Berorientasi Obyek Galih, Sinta Tridian Mustafid, Mustafid Sugiharto, Aris Number of  emerging  Small  and  Medium  Enterprises  (SMEs)  in  Indonesia  has  not  been  matched  with  optimal  performance.  Manyproblems  arise  such  as  difficulty  in  marketing  products  and  limited  costs  for  marketing.  This  problem  can  be  overcome  by  utilizingInternet technology to build e-commerce portal. Portal help online marketing with no borders zone, facilitate for searching a consumer,can automate the promotion and business transactions that can help win the competition.In this research, to be built e -commerce portalSemarang-Handycraft. Design of e-commerce portal is using system development methodologies Model Driven Development (MDD)and UML modeling language (Unified Modeling Language) which is a visual language for modeling object -oriented language and byusing the  Open Source  Content Management  Systems  that  is  called  Joomla  and  using  e-commerce  modules Virtuemart.  Produced  ecommerce portal that can provide information with better quality and can be accessed at http://semarang-handycraft.cz.cc, which is a newalternative  for  the  production  of  marketing  handicraft  products  of  SMEs  in  Semarang.  For  security  and  convinience  of   informationretrieval in e-commerce portal is divided into several access rights, ie rights of access to regular visitors, members and administratorsKeywords: E-commerce; Portals; UML; Object-oriented Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/03 10.21456/vol1iss1pp16-21 Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011; 16-21 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/03/257

oai:ojs.ejournal.undip.ac.id:article/67999 2025-06-12T07:30:50Z jsinbis:RAC

Development of Enterprise Architecture in Improving the Efficiency of Hajj and Umrah Services of the Ministry of Religious Affairs of Lubuklinggau City with TOGAF Rosyada, Amrina Mustafid, Mustafid Nurhayati, Oky Dwi Enterprise Architecture; TOGAF ADM; Blueprint. The Ministry of Religious Affairs of Lubuklinggau City organizes government affairs in Hajj and Umrah services. This research aims to design an enterprise architecture that can align the implementation of information systems with ongoing business activities, to improve the quality of hajj and umrah services at the Ministry of Religious Affairs of Lubuklinggau City. The method used in this study is the TOGAF Architecture Development Method (ADM), which consists of several phases: introduction, architectural vision, business architecture, data architecture, application architecture, technology architecture, and opportunities and solutions. The results of this study are in the form of an enterprise architecture blueprint that includes artifacts in the form of diagrams, catalogs, and matrices to describe existing conditions and proposed target conditions. In addition, this study produces a roadmap as a reference for implementing the architectural design that has been made. In conclusion, designing an enterprise architecture using TOGAF ADM can support the integration of information systems and business activities, thus potentially increasing the efficiency and effectiveness of hajj and umrah services at the Ministry of Religious Affairs of Lubuklinggau City. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/67999 10.14710/vol15iss1pp126-133 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 126-133 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/67999/pdf_1 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/11803 2017-09-19T02:49:40Z jsinbis:RAC

Penerapan Principal Component Analysis untuk Mereduksi Dimensi Data Penerapan Teknologi Informasi dan Komunikasi untuk Pendidikan di Sekolah Wulandari, Diah Prahasto, Toni Gunawan, Vincencius ICT; Principal component analysis; Dataset This study aimed to analyze the most influential variable in the implementation of ICT in schools. Principal component analysis  using linear algebra to reduce the dimension of data with variables that are interconnected into a new set of data with variables that are not related to each other, called the principal component. Principal component is used to save and calculate how much correlation within varian. The ICT data is collected from 50 schools, this data is grouped into five group based on reference domain of ICT for education indicator by UIS 2009. Dataset per group is used as input for principal component analysis algorithm with Matlab R2014a and produce principal component. Principal component analysis produce five variable with the most influence based on their domain, there are mean hour for individual using of ICT in curicculum domain, existence school in internet in infrastructure domain, learner proportion in using computer laboratory for learning in teacher development domain, learner propostion that computer basic skill course in participation domain. Diponegoro University Kementerian Pendidikan dan Kebudayaan 2016-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11803 10.21456/vol6iss2pp91-96 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 91-96 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11803/pdf Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/33056 2023-05-29T17:48:25Z jsinbis:RAC

Analisa Implementasi Metode Fuzzy Time Series Jasim pada Prediksi Perkembangan COVID-19 di Indonesia Prehanto, Dedy Rahman Permadi, Ginanjar Setyo Nurdiansari, Melvin COVID-19; Fuzzy Time Series Jasim; Forecasting The pandemic of COVID-19 that has been going on since March 2020 until now has weakened many sectors in many countries an Indonesia as well. In Indonesia, more than 9,000 people have died because of this pandemic. In the first week, 56 cases of COVID-19 were recorded and the cases continued to increase to more than 2,000 cases per week so that the increasing number of cases could result in a lack of service provision and facilities for medical. This study aims to determine the forecasting scheme and how the development of COVID-19 cases that occur in Indonesia. Fuzzy Time Series Jasim method that is applied to find out how to do forecasts by managing previous data.  This method uses the determination of the width of the interval, the formation of a set from historical data and using of the average based length method. In this method also used grouping and data relations that have been fuzzified. From the method that has been used, it can be seen that the results obtained from the Fuzzy Time Series Jasim method are obtained from the accuracy rate of the accuracy error using MAD of 286. And the error magnitude of the forecasting results with the actual data using MAPE is 2.43%. Where it can be concluded that the use of Fuzzy Time Series Jasim method in this study provides good forecasting results Diponegoro University 2022-01-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33056 10.14710/interaksi.%v.%i.%p Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 125-130 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33056/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33056/pdf_2 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/33056/6353 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/33056/6354 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6128 2016-04-06T06:40:59Z jsinbis:RAC

Perancangan Sistem Layanan Informasi Pariwisata Berbasis Mobile Internet Dengan Menerapkan Konsep Mobile Interaction Octhario, Raymond Syafei, Wahyul Amien Syafei Amien Chritiyono, Yuli Mobile interaction is about the stuff of people’s lives, focused on understanding and developing blueprints for systems that permeate the broad spectrum of their  experiences.  People can use system,  They  can take  advantage of the system through mobile devices.  Due to limitations in the display and display media such as mobile phones in presenting and giving  information to the public.    the design of interaction  between  the  system  and  users  will  be  very  important,  It  is  a  thing  to  be  considered  to  create  a  mobile  internet-based information  systems.  Therefore,  the  application  of  mobile  interaction  design,  especially  in  terms  of  mobile  internet-based  system  is needed, so the system can be  used optimally.  Indonesia's tourism  sector  is one  sector of  the  service economy.  It  has  bright prospects  for mobile  interaction.  However  to  enhance  the  role  of  development  in  Indonesia,  is  still  one  of  many  shortcomings  that  limited  mediainformation services.    This study  concerns in  produce  and  information  service  system  especially  in  tourism  of  Palangka Raya  whichapply the concept  of  mobile  interaction  design.  To  apply the concept of  mobile  interaction,  there are  three  main  activities.  There  areunderstanding users, developing prototype designs and evaluation. Percentage points is higher in the evaluation, indicates that the user is able  to use  the system  and  interact  with  the system    and  based on feedback  from users, no complaints  are  ejected  from  the user  in  the system path. This provides an assessment of the success of the system design, system success and user satisfaction convey information to the system. Expected in the long periode, the system can increase tourism sector in the city of Palangka Raya.Keywords : Internet; Mobile Phones;  Information Services;  Mobile Interaction Design; Tourism Diponegoro University 2012-06-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/36 10.21456/vol2iss2pp073-077 Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012; 073-077 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/36/306

oai:ojs.ejournal.undip.ac.id:article/71823 2026-05-11T08:27:48Z jsinbis:RAC

A Qualitative Analysis of the Phenomenon of Lonely BIM in Infrastructure Projects Zein, Ahmad Rifqy Hermawan, Ferry Hatmoko, Jati Utomo Dwi Lonely BIM; Infrastructure Projects; Stakeholder Coordination; BIM Adoption; Organizational Culture The integration of Building Information Modeling (BIM) in construction faces challenges due to differing approaches from stakeholders. This study emphasizes the need for practical improvements in BIM implementation in Indonesia, particularly in managerial aspects. By identifying the factors causing isolated BIM usage ('Lonely BIM'), this research provides actionable strategies to promote better collaboration, enhance stakeholder coordination, and streamline BIM processes in infrastructure projects. These insights aim to improve efficiency, reduce project delays, and encourage wider adoption of BIM, ensuring more consistent and integrated digital construction practices across the industry. Using qualitative methods, interviews and project data were analyzed with ATLAS.ti software. The factors identified include organizational culture, with the top rank being workplace culture, software/hardware investment with the top rank being software/hardware procurement, human resources factors with the top rank being the lack of human resources and support, skill disparity factors with the top rank being stakeholder BIM capability, technological gaps among stakeholders, communication constraints with the top rank being the effectiveness of coordination and communication methods, and the factor of owner demands, where the majority do not require BIM. These results identify important factors influencing BIM isolation and offer insights for the construction industry to overcome these barriers. Diponegoro University 2025-07-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71823 10.14710/vol15iss3pp361-368 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 361-368 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71823/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/17261 2018-05-30T22:44:35Z jsinbis:RAC

Penerapan Model Promosi Berbasis Web Captive Portal Hotspot dengan Manajemen Terpusat Yutanto, Hariadi Promotion Media; Hotspot; Captive Portal; Mikrotik; EOIP; VPN; Bridge The current technological developments so rapidly with speed and supported the ease of internet services. The Internet has also become one of the main needs of everyday human life activities. Internet advertising media innovation is one of the key media promotion in following the development of technology. Web-based portal advertising hotspot media for internet connection services is the most widely used today, as almost all agencies, offices, hotels, restaurants, schools / internet service providers (ISPs) use this technology. Hotspot network management techniques on mikrotik router captive portal can be used as a web-based promotion media and can be used as a centralized and dynamic media settings. Advertising media can be determined by location by combining 2 methods ie eoip and bridge for lan network while eoip, vpn and bridge on wan network. The results of this research has been working optimally and implemented in the network lan STIE Perbanas Surabaya while for wan network has been tested using the internet network in several locations civitas house. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17261 10.21456/vol8iss1pp49-56 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 49-56 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17261/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/53906 2023-11-13T20:38:31Z jsinbis:RAC

Analisis Interaksi Guru dan Peserta Didik dengan Social Network Analysis yang Menumbuhkan Minat Belajar di SMK Negeri 1 Tengaran Sukowati, Joko Listiawan Iriani, Ade Sembiring, Irwan Interaction; Interest to Learn; SNA; SMK Negeri 1 Tengaran School is a place where students gain knowledge and as a place where the process of interaction between teachers and students occurs.. The interaction between teachers and students greatly influences the learning interests of students. This study aims to find teachers and indicators that influence students' interest in learning in the school environment using Social Network Analysis (SNA). The research was conducted at Tengaran 1 Public Vocational School with the research object being teachers and class XI students. The results showed that the most dominant actor or teacher in degree centrality, which was chosen by the students, was the actor or teacher with the Cp code, with a value of 26. The next step after calculating the SNA and measure network is indicator validation and classification using Naïve Bayes. The results of the indicator validation show that the validation value for each indicator is more than 0.5, so the indicators can be said to be valid. The classification results using naïve Bayes, with a dataset divided by 80% training data and 20% test data showing an accuracy of 85%. It is hoped that the results of this research can be input to teachers so that in schools they are more active in participating in various kinds of activities held by schools, and are active in interacting with students in the teaching and learning process. So, it is hoped that students will be more active in learning. Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53906 10.21456/vol13iss2pp88-95 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 88-95 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53906/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9685 2016-04-06T06:53:38Z jsinbis:RAC

Pengenalan Wajah dengan Matriks Kookurensi Aras Keabuan dan Jaringan Syaraf Tiruan Probabilistik Adi Putraa, Toni Wijanarko Adi, Kusworo Isnanto, Rizal Sistem pengenalan wajah merupakan pengembangan metode dasar sistem autentifikasi dengan menggunakan karakteristik alami wajah manusia sebagai dasarnya. Proses pengenalan citra wajah ini melalui beberapa tahap yaitu tahap pelatihan dan tahap pengujian. Pada tahap pengujian dilakukan secara langsung dan tidak langsung. Secara tidak langsung data uji bersumber dari sekumpulan citra wajah yang sudah dipilih, sedangkan secara langsung citra wajah bersumber dari kamera. Pengenalan citra wajah manusia menggunakan penggabungan antara metode GLCM dan PNN. Tahap prapengolahan dengan merubah RGB ke dalam aras keabuan dengan metode centroid sebagai proses segmentasi citra wajah. Faktor pengenalan wajah yang diuji meliputi pencahayaan, jarak, sudut serta posisi. Pada GLCM menggunakan metode statistik dan analisis tekstur orde kedua karena merepresentasikan tekstur citra dalam parameter energi, korelasi, homogenitas dan kontras. Sedangkan PNN digunakan untuk pembentukan basisdata yang disimpan dalam jaringan untuk proses membandingkan hasil keluaran yang berupa data matrik hasil dari GLCM. Pada penelitian ini digunakan citra wajah sebagai basisdata dengan sampel sebanyak 10 orang dan 5 posisi wajah, 2 jarak pengambilan gambar citra wajah, serta 3 kategori pencahayaan. Proses pengujian menghasilkan tingkat pengenalan secara langsung sebesar 92%, sedangkan pengujian secara tidak langsung sebesar 93,33%.   Kata kunci: GLCM; PNN; Centroid; Prapengolahan Diponegoro University 2013-07-08 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9685 10.21456/vol3iss2pp82-94 Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013; 82-94 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9685/toni%20w

oai:ojs.ejournal.undip.ac.id:article/79210 2026-05-16T14:08:22Z jsinbis:RAC

Sustainable Waste Management In Bima City: Social, Institutional, And Technological Perspectives Sumanti, Endang Sri Waste Management; Environment; Bima City; Sustainable Development; SEM Population growth and economic activity in Bima City have significantly increased the volume of waste generated, reaching 80.6 tons per day. However, the management capacity, which only covers 53.16% of the area, has led to a decline in environmental quality, such as water, air, and soil pollution. This study aims to analyze the impact of waste management on environmental conditions in Bima City, considering social, institutional, and technological factors of waste management. The research method used an explanatory quantitative-descriptive approach with Structural Equation Modeling (SEM) analysis of 200 respondents consisting of the community, sanitation workers, and environmental managers. The variables examined include policy and institutions (ORG), community participation (PART), technology and infrastructure (TECH), and environmental conditions (ENV). The results showed that policy and institutions had a positive effect on the effectiveness of waste management (β = 0.34; p < 0.001), while community participation had a significant effect on environmentally friendly behavior (β = 0.42; p < 0.001), while technological infrastructure has an indirect effect on environmental conditions through management effectiveness (β = 0.28; p < 0.01). Overall, good waste management contributes to a 57.8% improvement in environmental quality. This study emphasizes the importance of synergy between policy support, social participation, and the application of sustainable technology to achieve effective environmental management in Bima City. Diponegoro University 2025-12-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/79210 10.14710/vol15iss4pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press) 2502-2377 2088-3587 en Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/20576 2020-04-17T16:19:49Z jsinbis:RAC

Model Blue Print Smart City Pemerintah Daerah Berbasis Four Stage Method (FSM) yang Sustainable Anwar, Muhammad Tajuddin Blueprint Fourstage; Smart City; Sustainable Public demands for better public services make City Government inevitably have to keep abreast of information technology (IT) promises high efficiency and better service. Some problems are planning the needs of both hardware, software and human resources are still done partially, as well as procurement, so that the grand design of IT needs to support smart city is very necessary. Data collection methods are quantitative and qualitative using observation, interviews, questionnaires and documentation studies. The results are compiled using the Four-stage e-government growth model method: (1) cataloging, (2) transactions, (3) vertical integration, and (4) horizontal integration. Comprehensive discussion on strategy and design, sustainable smart city planning with attention to several strengths and weaknesses are discussed with special emphasis placed on the extent to which the contribution of smart city sustainable development goals. Identification of challenges and opportunities using evaluation and comparison approaches with each other is in line with the smart city idea of sustainability. The gap in the sustainable smart city blueprint requires an integrated approach based on applied theoretical perspectives to harmonize existing problems and identification solutions for future practices in the field of planning and development of sustainable smart city blueprints. Blueprint smart city to operate properly requires the development and development of infrastructure all of which must be adapted to local environmental conditions, as well as the legal umbrella for sustainable management such as regulations and so forth Diponegoro University 2019-05-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20576 10.21456/vol9iss1pp63-70 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 63-70 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20576/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9875 2016-02-15T13:33:10Z jsinbis:RAC

Pengenalan Retina Menggunakan Alihragam Gelombang Singkat dengan Pengukuran Jarak Euclidean Ternormalisasi Wijayanti, Aris Suryono, Suryono Identification of a retinal biometric identification methods with low error rate due to the unique patterns in the retina of blood vessels behind the retina. These patterns can be used as training data for the recognition system is then used for comparison when the identification is done. This study aims to identify the image of the human eye retina, either the left or right side, using image processing techniques and measuring the normalized Euclidean distance. So far, research on biometric systems, particularly with the object of the eye's retina, the eye is done at the owner from the owner's eyes with diverse backgrounds, such as the Messidor database. In this study created a system that can recognize the retinal image using the transformation Haar short waves by measuring the normalized Euclidean distance. Retinal image will be the initial pretreatment process of changing the original image into a gray image, which is then performed using the Haar wavelet feature extraction to obtain the energy that will be used for the normalization of the Euclidean distance, so that the process of recognition by Euclidean values ​​are compared. Testing is done using eye retinal image database taken from Messidor many as 100 of the 300 images taken at random were then stored in a database, the database is one of 100 images stored, the database of 100 images stored 2, and 3 as many as 100 images database stored. Of the best database testing should be done as much as 6 levels of decomposition levels. From the test results have identified the recognition accuracy rate of up to 98%. The greatest degree of familiarity is level 1 that is equal to 98%. Followed usage by 80% level 2, level 3 is 59%, level 4 is 47%, level 5 is 45% and the lowest is the last level 6 that is equal to 37%.   Keywords: Retinal image; Database; Euclidean normalized; Haar Wavelet Diponegoro University 2014-07-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9875 10.21456/vol4iss2pp116-120 Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014; 116-120 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9875/Aris%20Wijayanti

oai:ojs.ejournal.undip.ac.id:article/26145 2020-04-17T08:14:01Z jsinbis:RAC

Analisis Perancangan Sistem Penerimaan Siswa Baru Menggunakan Framework Zachman Aji, Ranggi Praharaningtyas Hidayah, Debby Ummul System; Zonation; The Zoning System; Zachman’s Framework The zoning system is a new perspective that has been established by the government in supporting the acceptance of new students. However, the system turned out to be one of the obstacles in education. Because it was still not standardized and the school found it difficult to explain to the community. Seeing the existing problems, researchers try to provide a solution to combat the problems in the acceptance of new students. the solution is to make an online zoning system design. The method used in this research is the Zachman framework. The results obtained defines the entity to the system to be built, including student entities, register entities, UN entities, account entities and school entities. Furthermore, several processes that become the main processes in the online registration application include account creation, registration, announcement, registration validation, account management, and reports. Whereas in network analysis there is a topology update to make students able to access online registration applications wherever and whenever. The results of this study hopefully can be used as a reference for similar research. Diponegoro University 2019-12-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26145 10.21456/vol9iss2pp236-243 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 236-243 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26145/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/26145/4583 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/54099 2024-10-20T15:18:56Z jsinbis:RAC

Evaluasi Pengalaman Pengguna Pada Learning Management System Menggunakan Metode User Experience Questionnaire Wijanarko, Bambang Dwi Leandros, Riyan Murad, Dina Ftiria LMS; UEQ; User Experience Questionnaire The purpose of this study was to conduct a survey to assess the performance of the Learning Management System (LMS). This is done related to the need to evaluate its use by users. This study used the User Experience Questionnaire (UEQ) method regarding (1) attractiveness, (2) clarity, (3) efficiency, (4) reliability, (5) stimulation, and (6) novelty. The survey was conducted online via a Google form and had 164 participants. The benchmark results show that all criteria are above the average, but the UEQ scale for novelty is the lowest at 0.87, while attractiveness is 1.44, pragmatic quality is 1.37, and hedonic quality is 1.05. Therefore, it is suggested that the learning management system be improved through interactive learning styles, such as live discussions in LMS, integration with other technologies, updating artificial intelligence and big data-based technologies, and adapting to the metaverse, while maintaining the attractiveness and identity of the platform through design. rework color schemes, content, including engaging videos and gamification, and implement live chat with lecturers to overcome time constraints during video conferencing. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/54099 10.21456/vol14iss4pp385-391 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 385-391 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/54099/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/11143 2017-08-30T17:54:59Z jsinbis:RAC

Metode Forward Chaining Untuk Penentuan Kelayakan Bisnis Usaha Mikro Kurniadi, Dedy Prahasto, Toni Widiyanto, Ibnu Business Feasible Study; Forward Chaining; Inference Machine; Decision Support Sistems (DSS) In this present study has done business feasibility of the micro industrial sector based on the importance of Business Feasibility Study (BFS) on business organization that requires an assessment of the business feasibility process as a benchmark for investors or business owners and also to minimize the business risks that may occur at a later date to be addressed appropriately. This study aims to create a Business Feasibility Information System (BFIS) using a forward chaining. Forward chaining method has a high success rate when applied in various fields. Forward chaining developed for excellent performance in solving various problems. The process of doing a forward chaining requires input variables. The input process covers legal aspects human resources and management environmental aspects marketing aspects aspects of production and financial aspects. Six variables are processed in the database that was later acquired data using inference machine to form a pattern of reasoning that is assembled using forward chaining algorithm. Further reasoning patterns are registered into a database rule to get the address data. Results from this study is a Decision Support System (DSS), which can give a decision on the feasibility assessment and business micro-enterprises in the industrial sector. This device can be developed to help entrepreneurs and investors in the micro industrial sector to assess their business activities Diponegoro University 2016-05-15 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11143 10.21456/vol6iss1pp66-75 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 66-75 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11143/pdf Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/37507 2021-09-01T00:20:12Z jsinbis:RAC

Sistem Jaminan Mutu dan Prediksi pada Rantai Pasok Ikan dari Perikanan Sungai Ibrahim, Muhammad Rivani Mustafid, Mustafid Rantai pasok Systems; Prediction Model; Quality Assurance; Fuzzy Tsukamoto; Fuzzy Mamdani The supply chain system with quality assurance and fish prediction has important role for producers and consumers regarding the need for fresh fish to be consumed in certain size.  The research aims to design quality assurance and predictive model for the fish supply chain system so that it is always available to consumers. The Fuzzy Tsukamoto method approach is used to design prediction model for required fish based on the fish provided by fishermen, and Fuzzy Mamdani approach is used to design model for quality assurance of fish needs that consumers need every week and month. This supply chain system is designed with upstream fishermen and fish sellers and as downstream fish retailers and fish consumers, while data analysis uses quantitative data sourced from fishermen and fish sellers and fish consumers. The prediction system and fish quality assurance provide output as a material for decision making in order to obtain information for agents and consumers that they can provide and supply fish as needed. A case study was conducted on the river fishery sector in Kota Bangun District.   Diponegoro University 2021-06-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37507 10.21456/vol11iss1pp43-50 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 43-50 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37507/pdf Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6108 2016-04-06T06:36:28Z jsinbis:RAC

Sistem Identifikasi Biometrika Wajah Menggunakan Metode Gabor KPCA dan Mahalanobis Distance Kurniawan, Dwi Ely Adi, Kusworo Rohim, Adian Fatchur Sistem  biometrika  pengenalan  wajah  merupakan  pengembangan  metode  dasar  sistem  autentifikasi  dengan  menggunakan  karakteristik alami  wajah  sebagai  basisnya.  Pendekatan  sistem  identifikasi  merupakan  pengenalan  wajah  seseorang  dengan  mencari  keseluruhan template dalam database untuk pencocokan karakteristik satu ke banyak (1:M). Sistem biometrika pada penelitian ini dibagi menjadi dua tahap  pemasukan  data  (enrollment)  dan  pencocokan  ciri  (matching).  Sistem  mengakuisisi  wajah  dengan  beberapa  posisi  sudut, pencahyaan dan ekspresi yang berbeda-beda. Citra wajah hasil dari akuisisi, diekstraksi menggunakan metode Gabor KPCA  (8x5 filter) untuk  didaftarkan  ke  dalam  database  sebagai  tahap  enrollment  citra  wajah  dan  tahap  selanjutnya  pencocokan  ciri  (matching)  denganmelakukan  pengukuran  jarak  antara  citra  uji  dengan  citra  database  wajah  menggunakan  Mahalanobis  Distance.  Penelitian  ini menggunakan  database  citra  wajah  AT&T  Face  dengan  sampel  40  orang  dan  10  posisi  wajah.  Hasil  penelitian  menunjukkan  bahwa sistem biometrika yang dikembangkan dapat mengenali wajah dengan tingkat akurasi mencapai 97.5%.Keywords : Identifikasi, Filter Gabor, KPCA, Mahalanobis Distance Diponegoro University 2014-01-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26 10.21456/vol2iss1pp006-010 Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012; 006-010 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/26/294

oai:ojs.ejournal.undip.ac.id:article/71814 2025-07-07T19:24:14Z jsinbis:RAC

Harvest Data Processing Information System for Rice Productivity Prediction in Indramayu Regency Farismana, Riyan Sholihah, Debi Nabilah Lena, Sonty Harvest Data Processing; Rice Productivity Prediction; Indramayu Regency; Fuzzy Tsukamoto; Web-Based Information System Rice plants that are processed into rice are the staple food of the Indonesian people, and the lack of rice production will have an impact on weakening national food security. Efforts that can be made are to process harvest data in national rice barn areas such as Indramayu Regency properly. So far, there are still many errors and differences in harvest data both by agencies and original data in the field. Differences in data cause inaccurate harvest data to be used as a reference for policies or to see the potential of rice in Indramayu. This study aims to build a website-based data processing information system so that it can be accessed and managed by agricultural officers in all sub-districts in Indramayu, and the agricultural service as admin, so that the data produced is accurate data and provides predictions of harvest results, and makes predictions of future harvests based on harvest data, land area and rainfall that affect the rice harvest in Indramayu using fuzzy tsukamoto. From the predictions made, there are 16 sub-districts that have the potential to experience a decrease in harvest from 31 sub-districts in Indramayu. This information system also displays harvest data and graphs based on year and sub-district in Indramayu so that the increase or decrease in harvest in previous years can be seen compared to predictions for the coming year. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71814 10.14710/vol15iss2pp191-197 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 191-197 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71814/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/16114 2020-04-17T08:09:30Z jsinbis:RAC

Manajemen Kualitas Data dan Informasi Berbantuan Sistem Informasi untuk Meningkatkan Kinerja Operasional Pabrik Pengolahan Kelapa Wawit Karami, Ahmad Fahmi Breakdown; Data and Information Quality; Organizational Performance; Management. Organizational performance depends on strategic decisions taken by stakeholders in the organization, where strategic decisions of stakeholders depend on the quality of data and information available to the organization. Data and information quality called good when the data and quality has criteria that suits for users of data and information, where data and information user need on the organization will be different according to their aim and objectives, so that the criteria of data quality and information is not universal. The research aims to improve the quality management of data and information by utilizing information systems to produce good quality data and information and help improve the organization's performance on the Palm Oil Processing Factory in Indonesia. This research was conducted to know data and information quality management in producing data and information, and its contribution on the mill performance using interview methods with those who have a role in the implementation of data quality and information management, observation, and document management related to factory performance. This research resulted findings that still in the implementation of data quality and information management there are still procedures that are not undertaken, so the result of data and information not entirely suits with the user wishes. Although the procedure has not been fully implemented, using data and information production has helped data and information users in decision making and succeeded in lowering the mill breakdown by 0.10%. Diponegoro University 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16114 10.21456/vol7iss2pp88-95 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 88-95 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16114/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/54514 2023-05-29T17:52:17Z jsinbis:EDT

Back-matter Mustafid, Prof - Diponegoro University 2023-05-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/54514 10.21456/vol11iss2ppix Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; ix 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/54514/pdf Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6195 2016-04-06T06:44:50Z jsinbis:RAC

APLIKASI DIAGNOSA GEJALA DEMAM PADA BALITA MENGGUNAKAN METODE CERTAINTY FACTOR (CF) DAN JARINGAN SYARAF TIRUAN (JST) Maharani, Septya Adi, Kusworo Sugiharto, Aris Symptoms of fever of toddlers have a devastating effect if too late to get treatment is not appropriate, to make it easier for parents to detect the type of disease, it is necessary to build an expert system application detection of disease symptoms of fever in children for early detection of disease. Knowledge base is implemented as a basis for expert system applications by using a combination of certainty factors (certainty factor) and ANN (artificial neural networks). Methods This study is a combination of CF as CF is the rule and the results will form a pattern which is a merger of the ANN clinical parameter that indicates the amount of trust as the knowledge base of disease diagnosis of fever in children 10 to 40 symptoms, the system uses a total of 40 symptoms as a medic training data with records of 20 patients. From the results of such testing, the application has been concluded at 86.67% accuracy rate.   Keywords: fever, expert systems, Certainty Factor, Neural Networks Diponegoro University 2013-04-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6195 10.21456/vol3iss1pp25-29 Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013; 25-29 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6195/fulltext

oai:ojs.ejournal.undip.ac.id:article/63501 2026-05-11T08:27:48Z jsinbis:RAC

Usability Evaluation of MySAPK BKN using The System Usability Scale (SUS) Method : Case Study Human Resources Development and Personnel Agency Banggai Regency Cahyaningsih, Elin Jelang, Haryati Asgap Good Governance; MySAPK BKN; Usability;System Usability Scale (SUS). The administration of state apparatus services requires an integrated and reliable information system to ensure the availability of accurate and up-to-date personnel data. MySAPK BKN is the mobile application prepared to support the availability of personnel data. Using MySAPK BKN is part of Digital Transformation and a Roadmap for Bureaucratic Reform towards Good Governance. The use of MySAPK BKN requires continuous evaluation to be able to meet user needs. Thus, it is necessary to continue to develop and evaluate its implementation, especially in the scope of usability. This evaluation can be applied by using the System Usability Scale (SUS) method. The use of the SUS method was carried out to determine the usability level of MySAPK BKN at the Personnel and Human Resources Development Agency in Banggai Regency. The research method is quantitative research. Data was obtained through the SUS questionnaire using Likert scale questions and collected from April 2023 to May 2023. This questionnaire is addressed to 47 employees who have used MySAPK BKN. The results show that the implementation of MySAPK BKN using the SUS method was the Good category with an average SUS score of 70. This score indicates that users are satisfied with the use of this application. This research recommends continuing to evaluate the use of the application and ongoing socialization and training the use of MySAPK BKN.  Even though a score of 70 is included in the good category, it is just the Standard category in application use. Diponegoro University 2025-11-13 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63501 10.14710/vol15iss3pp377-383 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 377-383 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63501/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/20222 2018-12-26T00:47:38Z jsinbis:RAC

Metode Moment Invariant Geometrik untuk Menganalisis Jenis Daging Babi dan Daging Sapi Nurhayati, Oky Dwi hastuti, Isti Pudji Beef; Pork; Geometric moment invariant; Image processing; K-NN classification Beef needs have increased every year. So as the need for expensive beef even at certain times tends to rise. This is used by cheat seller to mix beef with pork because pork is relatively cheaper. This is very detrimental to consumers. Visually, many peoples (consumers) couldn’t distinguish these two types of meat. Hence, we conduct research to distinguish both types of meat.  One way to overcome these problems is the use of complete image processing techniques. The aim of this research was establised an application prototype to distinguish beef and pork with image processing techniques. Image processing method is used to distinguish the types of meat done by pre-processing, segmentation, feature extraction with geometrical moment invariant and K-NN classification. Geometric moment invariant method proposed to analyze beef and pork is done by extracting unique values from each images. This method can be used as a description of the form based on the moment theory. The results showed that the image processing method and K-NN classification with a value of k = 3 used in the research could significantly  used to analyze the type of meat namely beef and pork. The other difference can be shown from the phi moment invariant value, especially the value of phi (1) and phi (2)  Diponegoro University - 2018-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20222 10.21456/vol8iss2pp181-186 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 181-186 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20222/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/45198 2024-04-18T20:20:38Z jsinbis:RAC

Implementasi Metode Ward & Peppard dalam Perancangan Blueprint Smart Village Sudagaran Kusumawardani, Dwi Mustika Wiguna, Citra Rakhmadni, Diovianto Putra Br. Karo, Ella Manisa Blueprint; Smart Village; Sudagaran; Ward & Peppard. According to Village Law No. 6 of 2014, villages play an important role in the implementation of village development policies. The government-mandated village regulations must be followed in order to improve the quality of life in rural communities. This can be accomplished through the enhancement of services and the development of sustainable villages. The smart village concept is one of the strategic steps for improving village development. Smart village indicators are adapted from smart cities, one of which is smart government, to map village development. Smart government can increase community members' empowerment and involvement in public management, as well as transparency in decision-making and the maintenance of governance that emphasizes the capacity of village officials, village institutions, and the delivery of basic services. To begin the process of creating a smart village, a blueprint must be created. The Ward and Peppard method can be used to create the design. The Ward and Peppard method is used in this study, and it begins with a mapping diagram that includes value chain analysis, SWOT, key performance indicators, McFarlan, and PEST. The design of the village development strategy is carried out by analyzing the organization's internal and external conditions, including business processes and IS/IT infrastructure. The research results in a smart village blueprint design document, which is expected to be implemented to realize the village in building village social resilience in a sustainable manner, as well as providing basic government services in a precise and transparent way. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45198 10.21456/vol14iss2pp123-130 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 123-130 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45198/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/24235 2020-04-17T08:12:33Z jsinbis:RAC

Analisis Kualitas Layanan E-Government dengan Pendekatan E-GovQual Modifikasi Septa, Frandika Yudhana, Anton Fadlil, Abdul E-Government; E-GovQual Modifikasi; Kementerian Agama; Regresi Linier Berganda; SIMSARPRAS E-Government Quality (E-GovQual) is a method for measuring the quality of electronic-based information systems in providing services to the public. The Modified E-GovQual Approach uses the overall assessment of the SIMSARPRAS website (Infrastructure Management Information System) based on the user's perception of the SIMSARPRAS website, so that the analysis of service quality becomes more accurate and precise in its assessment. Overall assessment of the E-GovQual Modification approach aims to determine the quality of service based on the level of influence of the 6 independent variables of E-GovQual, namely the ease of use, trust variable, function variable and form interaction (functionality of the interaction environment), variable reliability (reliability), variable content and display information (content and appearance of information) and supporting variables (citizen support) to the dependent variable, namely user satisfaction. This study uses the modified E-GovQual method by conducting validity, reliability testing, multiple linear regression analysis, t test and F test on the results of the questionnaire on 500 respondents, with 6 independent variables and 1 dependent variable. The results obtained in this study note that the quality of SIMSARPRAS website services has an effect of 61.7% on user satisfaction, and the correlation coefficient value is 78.5%. With these results, it was concluded that the SIMSARPRAS website has good service quality as an application that performs public services, and there is a strong relationship between the quality of E-Government services and the satisfaction of E-Government users. The results of this study also become a reference or evaluation material to the Ministry of Religion as the owner of the SIMSARPRAS website and can also be used as a reference for similar research. Diponegoro University E-Government E-GovQual Modification Ministry of Religion Multiple Linear Regression SIMSARPRAS 2019-11-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24235 10.21456/vol9iss2pp157-164 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 157-164 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24235/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/24235/3668 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/24235/4246 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/65747 2024-08-07T01:29:42Z jsinbis:EDT

Front matter JSINBIS 14 (3) 2024 Mustafid, Prof Front matter JSINBIS 14 (3) 2024 Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65747 10.21456/vol14iss3ppi Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; i 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65747/pdf_1 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9914 2017-08-30T17:40:54Z jsinbis:RAC

Metode Quality Function Deployment Dan Fuzzy Topsis Untuk Sistem Pendukung Keputusan Pemilihan Perusahaan Penyedia Jasa Internet Prasongko, Novianto Dwi Gernowo, Rachmat Quality Function Deployment; Fuzzy TOPSIS; Sensitivity Analysis Internet Service Provider (ISP) is a company or business organization that provides access to intenet and services related for individual consumer or companies. There are many ISP in Indonesia recently, and they have almost the same product to offered. This problem makes internet service provider selection become a major issue. Decision support system can be used to recommend the best ISP company based on need. The aim of this research is to used Quality Function Deployment with Fuzzy TOPSIS sequentially to select the best ISP company as needed, and implemented in decision support system for internet service provider selection. Quality Function Deployment and Fuzzy TOPSIS methods used to evaluate, and then recommend the ISP company by ranked. Quality Function Deployment method used to find out customers requirements about internet network, the weighting of the criteria and the assessment of each ISP company. Fuzzy TOPSIS used to rank ISP company. These two methods produce consistent ratings when sensitivity analysis is performed for fuzzy and crisp value. These two methods make decision support system result can be trusted.   Diponegoro University 2015-10-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9914 10.21456/vol5iss2pp137-144 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 137-144 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9914/pdf

oai:ojs.ejournal.undip.ac.id:article/33075 2022-11-14T00:09:39Z jsinbis:RAC

Desain dan Implementasi Deteksi WebShell Malicious Web Shell (Backdoor Trap) Waliulu, Raditya Faisal Jumame, Santrinita Trhessya Web Security; Web Shells; Backdoor; Intrusion Detection; Probability Analysis: Security Linux We present a report on hacker attacks against production servers on increased PHP vulnerabilities through SQL Injection attacks, XSS (Cross Site-Scripting), Cookie hijack, miss configuration, social engineering, CSRF (cross site request forgery), OTP bypass (take over account) and others. Hacker attacks leave a backdoor or webshell that will be accessed remotely (remote), this is common in blackhat hackers. Provides a shelltrap framework to use for and perform and clean the backdoor on the server. Because the back door has characteristics, namely: (1) taking over the physical server or localrooting; (2) adaptation to the run time environment; (3) using global variables to access the server. Have evaluated shelltrap on realworld server tame PHP Script and PHP backdoor. The experimental results get high level detection results of 98 %. Diponegoro University 2020-12-22 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33075 10.14710/interaksi.%v.%i.%p Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 188-194 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33075/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6052 2016-04-06T06:26:12Z jsinbis:RAC

Web Usage Mining, Pattern Discovery dan Log File Suratno, Tri Prahasto, Toni Rochim, Adian Fatchur Analysis  of  data  to  access  the  server  can  provide  significant  and  useful  information  for  performance  improvement,  restructuring  andimproving the effectiveness of a web site. Data mining is one of the most effective way to detect a series of patterns of information from large amounts of data. Application of  data mining  on  Internet use  called web  mining  is a set of  data mining  techniques  are  used  for the web. Web mining technologies and data mining is a combination of web, which is the integration of technology resources extracted from the  information  world wide web  as  the  implications  of the  web  resources  of interest to  know the  value  of the  model extraction Potentialuse of  data mining  algorithms  over  a variety  of  observational  data for  identify  patterns  of  web resources. Target analysis of web mining is the data from the web, such as data visitors access, web page structure, and format web pages.  Target analysis of the study is that web mining  web  usage  mining  using  association  rules  on  the  website  www.faperta.unja.ac.id  obtained  from  the  log  file  that  is  used  to discover the navigation patterns, and discover the rules of the association between a combination of items.  To  determine the pattern ofvisits  in  a  web,  and  to  identify  what  pages  are frequented by  visitors  of  a  website,  which  can  be used  to  improve  website design  andrecommend the display, as well as the links are often used by visitors, so the quality of services from website www.faperta.unja.ac.id can be provided effectively and efficiently.Keywords : Web Mining; Web usage mining; Data mining; Log file; Website; World wide web Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/15 10.21456/vol1iss2pp93-98 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 93-98 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/15/269

oai:ojs.ejournal.undip.ac.id:article/71697 2025-06-12T07:30:50Z jsinbis:EDT

Front matter JSINBIS 15 (1) 2025 JSinbis, Editorial - Diponegoro University 2025-03-13 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71697 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; i 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71697/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/11054 2020-04-17T08:07:10Z jsinbis:RAC

Rule Based Reasoning Untuk Monitoring Distribusi Bahan Bakar Minyak Secara Online dan Realtime menggunakan Radio Frequency Identification Mustofa, Mokhamad Iklil Rule-Based Reasoning; Radio Frequency Identification; Safety Stock; Fuel Oil The scarcity of fuel oil in Indonesia often occurs due to delays in delivery caused by natural factors or transportation constraints. Theaim of this  research is to develop systems of fuel distribution monitoring online and realtime using rule base reasoning method and radio frequency identification technology. The rule-based reasoning method is used as a rule-based reasoning model used for monitoring distribution and determine rule-based safety stock. The monitoring system program is run with a web-based computer application. Radio frequency identification technology is used by utilizing radio waves as an media identification. This technology is used as a system of tracking and gathering information from objects automatically. The research data uses data of delayed distribution of fuel from fuel terminal to consumer. The monitoring technique uses the time of departure, the estimated time to arrive, the route / route passed by a fuel tanker attached to the radio frequency Identification tag. This monitoring system is carried out by the radio frequency identification reader connected online at any gas station or specified position that has been designed with study case in Semarang. The results of the research covering  the status of rule based reasoning that sends status, that is timely and appropriate paths, timely and truncated pathways, late and on track, late and cut off, and tank lost. The monitoring system is also used in determining the safety stock warehouse, with the safety stock value determined based on the condition of the stock warehouse rules. Diponegoro University 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11054 10.21456/vol7iss1pp39-47 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 39-47 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11054/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/46535 2023-03-01T18:43:29Z jsinbis:RAC

Adaptasi Human Machine Interface (HMI) dalam Monitoring dan Kendali Kualitas Air pada Tambak Udang Somantri, Maman Arfan, M Siregar, Oscar Solideo HMI; Water Quality; Internet of Things; Website. A good and really important vaname cultivation is to maintain the quality of shrimp. Shrimp pond water quality includes several parameters including temperature, pH, salinity, oxygen content, and air altitude. The large number of actuators and sensors requires an interface that connects sensors and actuators with humans to facilitate the monitoring process and manual remote control. In this study, a web-based Human Machine Interface (HMI) was built to monitor and control air quality manually remotely. The HMI built in this research uses IoT (Internet of Things) technology so that the process of reading and sending data can be done anywhere, anytime, and through any online device. This website-based HMI was tested using the black box testing method, namely by looking at the experimental results based on the given scenario. The survey results were also given to 5 respondents, 2 of whom considered this website-based HMI to be very good and 3 others considered it normal. From this test, it can be said that the website-based HMI has been successfully implemented Diponegoro University 2022-12-02 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46535 10.21456/vol12iss2pp73-80 Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022; 73-80 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46535/pdf Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/20993 2019-07-25T21:11:16Z jsinbis:RAC

Penerapan Algoritma C4.5 Untuk Memprediksi Keuntungan Pada PT SMOE Indonesia Tukino, Tukino Profit; Data Mining; Algorithm C4.5; Tree Decision In the construction project activities, planning is used as a reference for job implementers and becomes the standard of project implementation, including: documents, technical specifications, schedule and budget. Inappropriate planning, inaccurate project realization investigations, inadequate project management skills and lack of professional service providers, are closely related to the outcome of a construction project process. PT SMOE Indonesia which is a company engaged in construction consulting services. At the present time PT SMOE Indonesia has done many construction planning projects both from government and private, this research will discuss how data mining with algorithm C4.5 process data from budget plan consultant planner cost to predict company profit. Data mining is a technique for extracting new information from piles or data warehouses, as we know information is seen as something that is very important and valuable because by mastering information it is easy to achieve a desired goal, this makes everyone race to while C4.5 algorithm is one of induction algorithm of decision tree that is ID3 (Iterative Dichotomiser 3). ID3 was developed by J. Ross Quinlan. In the ID3 algorithm procedure, the inputs are training samples, training labels and attributes. which will illustrate the profit prediction, the results of this study will result in the rules of profit and loss decisions company. Diponegoro University 2019-05-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20993 10.21456/vol9iss1pp39-46 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 39-46 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20993/pdf_1 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/75668 2025-07-07T19:24:15Z jsinbis:EDT

Front matter JSINBIS_15 (2) 2025 JSinbis, Editorial - Diponegoro University 2025-06-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/75668 10.14710/vol15iss2pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/75668/28817 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/18680 2018-12-26T00:47:38Z jsinbis:RAC

Analisis Online Impulse Buying dengan menggunakan Framework SOR Syastra, Muhammad Taufik Wangdra, Yvonne Online Impulse Buying; Framework SOR; E-Commerce. Electronic commerce (e-commerce) transactions in a country must be continuously improved to support the country's economic development. E-commerce owner are looking for efforts / strategies to increase sales. The effort that can be done is to conduct an study of impulsive purchases online. The framework used to conduct this study is SOR (Stimulus, Organism and Response). The purpose of this study is to identify the factors causing impulsive purchases online and which factors that have the highest contribution. This study focuses on mainstream e-commerce websites such as: tokopedia, lazada, bukalapak, shopee, and elevenia. The number of respondents was 105 people. Data analysis techniques are Descriptive Analysis. To strengthen the data, the researchers conducted interviews with 10 respondents. The findings of this study are the factors causing impulsive purchases: (1) Promotion / discounts; (2) Flash sale; (3) Popular this week item; (4) Hot list product; (5) Payment installment facilities. Factors that have the highest contribution are Promo / discount with a value of 64.8%. Promos / discounts are the most influential an impulsive buying desire in conventional markets and e-commerce Diponegoro University 2018-10-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18680 10.21456/vol8iss2pp133-140 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 133-140 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18680/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/18680/2382 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/18680/2383 Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59206 2023-12-31T10:13:04Z jsinbis:RAC

Analisis Kesuksesan Aplikasi M-Paspor di Kota Batam dengan Menggunakan Model Delone dan Mclean Liang, Suwarno Siahaan, Mangapul Jocelyn, Jocelyn Success Analysis; M-Paspor; DeLone and McLean M-Paspor is a new version of the APAPO application launched at the end of 2021. Since the launch of the M-Paspor application, Indonesian citizens have been directed to submit passport queue applications through the M-Paspor. Batam City is a city that is on international shipping routes and borders directly with Singapore and Malaysia. With these advantages, many Indonesian citizens travel through the City of Batam, causing passport applications in the City of Batam to increase. This research aims to analyze the success of the M-Passport application in the City of Batam using the DeLone and McLean model. The method used in this research is a mixed method of qualitative and quantitative, with 30 qualitative data and 500 quantitative data collected. This research utilizes SPSS and AMOS technology to test validity, reliability, SEM, descriptive statistics, and R Square. The results obtained from this research show that all dependent variables have a positive effect on the independent variables with R Square values obtained as much as 61.3%, 58.9%, and 61.9%. By conducting this research, it is hoped that it can help M-Paspor application developers and the TPI Batam Class I Immigration Office to pay more attention to the quality of information, systems, and services from M-Paspor to improve increase public user satisfaction in public services. Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59206 10.21456/vol14iss1pp38-45 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 38-45 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59206/pdf Copyright (c) 2023 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9863 2016-01-02T04:06:02Z jsinbis:RAC

Aplikasi Penentuan Tarif Listrik Menggunakan Metode Fuzzy Sugeno Santosa, Hari This reasearch applied Sugeno fuzzy method for determining electricity tariff  based on the data of electric customers 450 VA and 900 VA from PLN APJ South Semarang. Tariff of  PLN clasifications calculation is done in a progressive way with three block/ classification tariff . This method is considered less representative because many users who consume less or more electrical energy (kWh) in one block/class charged or valued equally. Electric customer data during the 5 months from May to September 2012, which contains a large kWh consumption is then calculated by means of progressive tariff . The data is then performed clustering with FCM method (Mean C Fuzz) into 5 groups, thus obtained cluster centers or power usage and price rates. The power usage and price of the cluster centers are used ​​as a reference manufacture and fed into the membership function of fuzzy inference system  built by Sugeno method. This research used the triangular shape of the curve membership function.The system  built in the form of application Sugeno fuzzy method which is tested by inserting a number of sample test data . The results are  the tariff  to be paid by electricity customers . The tariff is resulting from the calculation of the system compared to the tariff calculated in a progressive way of PLN. The difference in total tariff to customers for power of 450 VA Rp 93.3107   or 0.004%, while for the 900 VA at Rp  3503.2  or 0.12 %. The tariff were calculated using Sugeno fuzzy method from this research is more fair to the consumer  there is increase  in revenue for PLN.   Keywords : Fuzzy Sugeno; Tariff classification; Calculation Diponegoro University 2014-04-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9863 10.21456/vol4iss1pp28-39 Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014; 28-39 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9863/Haris%20santosa

oai:ojs.ejournal.undip.ac.id:article/59655 2024-08-07T01:29:42Z jsinbis:RAC

Sistem Informasi Bimbingan Tugas Akhir Mahasiswa menggunakan Model SDLC Berbasis Iconix Process Ana Wati, Seftin Fitri Fitri, Anindo Saka Vitianingsih, Anik Vega Najaf, Abdul Rezha Efrat Maukar, Anastasia Lidya Sistem Informasi; Bimbingan Tugas Akhir; SDLC; Iconix process; Black box testing The final thesis assignment plays a crucial role in enabling students to meet the graduation requirements from college. However, the process of scheduling guidance for the final assignment between students and lecturers still relies on several common applications such as WhatsApp or email, which are not specifically designed for this purpose. The accumulation of incoming messages and various types of message information poses a challenge in the guidance process, leading to missed messages between students and lecturers and a lack of recorded information regarding the history of the process and guidance materials. These are some of the current issues. This paper aims to evaluate the functionality, quality, and reliability of the system by conducting black box testing on the application developed for the student final project guidance information system. This application uses the Iconix process-based SDLC (system development life cycle) model, covering student and lecturer profile information, guidance information, proposal submission, progress of the final thesis assignment, meeting schedule, guidance material, discussion forum, survey evaluation, and contact information. The SDLC model is employed in this research because it can effectively and efficiently achieve project targets, enhance software quality standards, and assist in better risk management and adaptation to change. The model comprises planning, needs analysis, design using the Iconix process, implementation, system testing, and maintenance. The Iconix process is utilized for system design modeling and analysis. Black box testing is performed on the system to verify that the system’s functional requirements are operating correctly. The findings of this research can serve as a control for management in the service and administration of final assignment guidance in higher education. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59655 10.21456/vol14iss3pp224-236 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 224-236 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59655/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9891 2017-03-03T13:50:47Z jsinbis:RAC

Sistem Informasi Pemetaan Pendidikan Menggunakan Algoritma Data Mining Musa, Olha Suhartono, Suhartono in this study to identify the increase in educational services based on the quality of non-formal education is an indicator, having tiered in terms of education, non-formal education (training) to be one of the prerequisites in multiplying the potential for self-development. Data mining algorithms is a basic k-means clustering to put the object based on the average (Means) nearest cluster. Aims to design mapping information system education with the k-means cluster. Application k-means cluster is part of a non-hierarchical method, the mapping system of education in 171 samples of data Isalam Students Association (HMI) were tested in this study showed that the non-hierarchical method (k-means cluster) has a good degree of accuracy because they specify the number of clusters in advance. Education information system mapping is used to cluster the data level, corresponding formal education and training has been followed. Education information system mapping is used to cluster the data level, corresponding formal education and training has been followed . The test results have in me some real, the spread of the data in each cluster are similar.  At the time of  the iteration process is not visible difference in the results of the mapping study using the k-means cluster. Results of a cluster centroid information models with variable 4 educated members include S1, S2, has entered basic training cluster  0, educated S1, S2, S3 has entered basic training cluster 1, S1 has educated basic training and training of incoming intermediate cluster 2, educated S1 has entered basic training cluster 3. formal education, education tiered seen in cluster 1 for non-formal education  (training) tiered education seen in cluster 2. Based the test results k-means cluster.   Keywords: Information Systems; Educational Mapping; Cluster; K–means Diponegoro University 2015-03-16 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9891 10.21456/vol5iss1pp26-32 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 26-32 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9891/pdf

oai:ojs.ejournal.undip.ac.id:article/27665 2020-12-29T22:45:40Z jsinbis:RAC

Perencanaan Enterprise Architecture Pelayanan Informasi Meteorologi Klimatologi dan Geofisika Krismadinata, Krismadinata Minangsih, Maya Yahfizham, Yahfizham Verawardina, Unung Information System Service; EA; TOGAF; ADM The importance of the research was carried out because of the increasing public demand for Information and Communication Technology (ICT) assisted information system services at the Meteorology, Climatology and Geophysics Agency (BMKG). The expansion aims to be done with the concept of Enterprise Architecture (EA) which includes the pattern of The Open Group Architecture Framework (TOGAF) which has provided Architecture Development Method (ADM). The method approach used is design research which includes service concepts, architectural design, and the feasibility blueprint for computer-aided information systems in the future. The instrument used was through observation sheets, interview guides and documentation to gather planning information, and using a product questionnaire involving 5 experts consisting of 3 ICT lecturers and 2 business managers, while the practicality test involved 5 respondents. The study took place in BMKG Padang Panjang, West Sumatra Province, from June to September 2019. The data analysis technique in this study used descriptive analysis techniques. This study has produced a design that meets the criteria set out by the standard validity and practicality tests. Based on the results of tests conducted by experts (validator), it was found that the information system service blueprint was feasible to be built with 92% and 82% acceptance of the very valid category in the very practical category. because it is proven valid and practical. Diponegoro University 2020-12-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27665 10.21456/vol10iss2pp145-154 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 145-154 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27665/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/27085 2020-12-29T22:45:40Z jsinbis:RAC

Sistem Peringatan Dini Rawan Bencana Longsor Di Kota Ambon menggunakan IoT Dasmasela, Chrisdano Ryan Chandra Sembiring, Irwan Purnomo, Hindriyanto Dwi GIS; IoT; Landslide; Early Warning System. Landslide disasters not only cause property losses but also have a multidimensional impact, for example people's psychology becomes disrupted, relocation of residential settlements and even disruption of investment as capital for economic development in Ambon City. This research aims to design a early warning system for landslide prone disastersin Ambon city and analysis using IoT.The results of the analysis use satellite landsat imagery as supporting spatial data with overlay indicators for landslide causes, including: rainfall, soil type, slope, population and land cover combined with placing IoT devices in landslide prone areas resulting in an early warning system for landslides. This IoT device uses a soil moisture sensor to read soil moisture and an MPU6050 accelerometer sensor to read soil movements. The results of the two sensors if they meet the criteria for landslide prone will be processed and sent as a notification to the smartphone. This research produces a landslide detection system starting from the analysis of landslide hazard maps to using sensors to detect landslide symptoms and then sending notification as a danger sign. Diponegoro University 2020-12-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27085 10.21456/vol10iss2pp220-227 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 220-227 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27085/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/64923 2025-06-12T07:30:50Z jsinbis:RAC

Analyzing the Adoption of Taxpayer Surveillance Innovations with the Diffusion of Innovations Model and UTAUT Wangsa, I Wayan Murlanda Ariyanto, Dodik Mimba, Ni Putu Sri Harta Hasibuan, Henny Triyana Innovation Diffusion; UTAUT; Directorate General of Taxes; Public; EUC; PLS-SEM Taxpayer supervision at the Directorate General of Taxes (DGT) faces new regulations requiring comprehensive oversight. The existing core tax system is deemed inadequate, prompting account representative (AR) officers to seek alternatives. The innovation in the form of an end user computing (EUC) applications used in supervision procedure has proven beneficial despite the lack of official support. This study aims to investigate the innovation characteristics that influence innovation adoption within the AR of DGT, drawn from the diffusion of innovation theory (DOI) and combining it with moderating variables of the unified theory of acceptance and use of technology (UTAUT). The study involved 224 AR officers at the DGT Bali regional office, selected through convenience sampling. Hypothesis testing was conducted using the Partial Least Squares Structural Equation Modeling (PLS-SEM) method. The results indicate that the characteristics of observability, relative advantage, and compatibility significantly influence AR’s intention to adopt innovation, while complexity and trialability proved insignificant. Furthermore, age, gender, and experience did not significantly moderate the influence of innovation characteristics. In conclusion, this integrated model successfully examined the innovation characteristic factors that influence the adoption of EUC in supervision at DGT. The study has theoretical implications by providing empirical evidence from TDI characteristics combined with the UTAUT model. This study has limitations in collecting AR research sample data only in the Bali Regional Tax Office work unit and data collection at one point in time that is not continuous, so the data is only cross-sectional. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/64923 10.14710/vol15iss1pp113-125 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 113-125 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/64923/pdf_1 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12164 2017-09-19T02:49:40Z jsinbis:RAC

Sistem Informasi Manajemen Rantai Pasok Pariwisata Untuk Pembuatan Produk Wisata Pada Agen Tour dan Travel dengan Analisis Swot dan Metode Analytic Network Process ) Kusumawardani, Dwi Mustika Sediyono, Eko management analysis system, supply chain, tourism, SWOT, Analytic Network Process. etection The development of services company in tourism is increasing. Therefore each tour & travel agent should be able to improve the quality of attractive and competitive products. This research builds a system analysis of supply chain management in the manufacturing of tour packages with SWOT analysis and Analytic Network Process (ANP). SWOT analysis is one way to decide marketing strategy for the company to able to face global competition. In this study, a SWOT analysis is used to select the best suppliers in tourism sector. Suppliers include: hotels, restaurants, attractions and accommodations. Combination of the best suppliers used as in one product of tour package. While the method of Analytic Network Process is used to rank the tour package has been obtained previously. In addition, this method is applied because it can provide information about the most influential of criteria in making tour package. This method conducted by looking at dependency relationship between among criteria. Then give them weight among criteria, sub-criteria and alternatives. The criteria used in the method of Analytic Network Process are: product, price, place and promotion. The results obtained from this research is the system analysis of supply chain management of tourism which capable of producing an attractive and competitive tour packages form of tour packages 1 with a value of 0.53. In addition, this information system provides information that the most influential criteria in making tour package is the product criteria with a value of 0.30. The next criterion which affects the making of attractive and competitive tour packages is price of criteria with a value of 0.28. Diponegoro University 2016-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12164 10.21456/vol6iss2pp177-185 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 177-185 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12164/pdf Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/34797 2023-05-29T17:48:26Z jsinbis:RAC

Analisis Tingkat Kesiapan Pengguna Sistem Informasi Koreksi Essay Otomatis Berbasis Web Menggunakan Model Technology Readiness Index (TRI) Adhitama, Rifki Wijayanto, Aditya Kusumawardani, Dwi Mustika Technology Readiness Index; Pandemic Examination; Information Retrieval; Information System During the pandemic, the learning model directly impacts both students and teachers, especially in evaluating and correcting assignments to measure student learning. Evaluation and correction of the learning process at both the high school and high school and university levels are generally carried out multiple-choice examinations during this pandemic. Many tools can be used to carry out multiple-choice assessments. The essay assessment is usually done manually and takes a long time because the lecturer has to make corrections one by one. On the other hand, information retrieval is a concept that can be used to build an automatic essay correction information system so that the correction of essay questions can be done quickly and efficiently, as in multiple-choice works. The automatic essay correction information system is a relatively new technology, especially for its plural use in this pandemic. A new technology that will be applied in a plural manner requires a measurement. One of the measurements that can be used is the Technology Readiness Index (TRI). TRI is used because it can measure the readiness and tendency of users to implement an information system. The case study in this research was conducted at the Faculty of Informatics (FIF) Telkom Institute of Technology Purwokerto (ITTP). The TRI measurement of the automatic essay correction information system carried out at FIF produces a TRI of 3.27. This value is between 2.90 and 3.51 (2.90 ≤ TRI ≤ 3.51). Consisted of an optimism value of 1.01, and innovativeness value of 0.52, a discomfort value of 0.55, and an insecurity value of 1.19. Diponegoro University 2022-01-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34797 10.21456/vol11iss2pp161-167 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 161-167 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34797/pdf Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6119 2016-04-06T06:29:52Z jsinbis:RAC

Rancang Bangun Sistem Informasi Customer Loyalty untuk Keunggulan Kompetitif Organisasi Mulyani, Sri Mustafid, Mustafid Widodo, Catur Edi Utilization of information technology to achieve competitive advantage has become a necessity  for business people and managers of organizations  in the information age now. This research aim to create a customer loyalty that the information system is one part of theCustomer  Relationship  Management  to  collect  data  on  indicators  of  customer  loyalty.  Indicator  of  customer  loyalty  is  determined according  empirical  model  customer  loyalty  and  create  customer  loyalty  information  system  that  can  be  used  to  gain  competitive advantage organizations. Structural Equation Modeling is used to obtain indicators of customer loyalty. Customer loyalty info rmation system designed using prototype system development and modeling analysis using Data Flow Diagram, database design using  Entity Relationship  Diagram,  and  a  web-based  interface.  Web-based  information  systems  that  provide online  customer  survey  facilities  and analysis  results  in  the  form  of  customer  loyalty  index  values  shaped  by  the  dynamic  graphic  indicator  of  loyalty  according  to  the empirical study of customer loyalty that can be used to gain competitive advantage. The value of customer loyalty index cons ists of four main variables, namely: the ability to anticipate customer value, customer value anticipation peace, customer satisfaction, and loyalty.Keywords: Customer loyalty, Structural Equation Modeling, Index loyalty, Competitive advantage Diponegoro University 2012-06-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33 10.21456/vol2iss2pp053-057 Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012; 053-057 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/33/300

oai:ojs.ejournal.undip.ac.id:article/71829 2026-05-11T08:27:48Z jsinbis:RAC

Developing 8D Building Information Modeling and Virtual Reality to Minimize Safety Hazards In Construction Building Projects Hatmoko, Jati Utomo Dwi Rakhma, Fajar Mega Khan, Naufal Sultan Azzam Kristiani, Frida 8D BIM; Virtual Reality; Construction Safety; Hazard Identification; Safety Management Construction accidents remain a significant challenge in the construction industry. One of the biggest challenges is to design and communicate the safety plan of the project to all parties and people working on the construction site. The emergence of 8D Building Information Modeling (BIM) represents a technological advancement focusing on project safety, yet its implementation remains limited globally, including in Indonesia. This research was aimed to develop an 8D BIM model of a building project which allow project stakeholders to plan and examine the safety aspect of the project via virtual reality (VR). The digital model allows stakeholders to virtually identify construction hazards, plan the placement of safety equipment, and simulate safety protocols before implementation. It also facilitates clearer communication of safety plans to stakeholders and provides a realistic project experience via VR. This study marks an initial effort to leverage 8D BIM in construction projects, aiming to improve safety management by preemptively addressing potential accidents on-site. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71829 10.14710/vol15iss3pp421-428 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 421-428 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71829/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/18004 2018-05-30T22:44:35Z jsinbis:RAC

Sistem Pengendali Inventori Supply Chain Dengan Pendekatan Probabilitas Pada Industri Pakaian ., Mustafid Sabila, Alzena Dona ., Suryono Inventory control system, Supply chain, Probability approach, Safety stock, Reoder point. Inventory control systems have an important role in supply chain management to control process of production, inventory and distribution of products in accordance with rapidly changing consumer demand. The research aims to develop inventory control system on supply chain that can manage the number of production and supply of products based on variables of consumer demand and lead time. Supply chain inventory control systems are designed using model of supply chain inventory control within the information system framework. Model of inventory control using variable of demand lead time is designed by  probability approach. Input to the system are data of demand and lead time sent by retail. The results of research provide theory of supply chain inventory control system with probability approach, especially on developing the theory of probability distribution for combined variables from  two random variables of normal distributed.  Inventory control system used to determine safety stock and reorder point as the basis for determining  the replenishment stock. Furthermore by the system, supply chain management can manage the estimation of production number, and manage inventory and stock number of products in warehouse, supplier and retail in accordance with the consumer demand. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18004 10.14710/jis.%v.%i.%Y.549-559 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 17-24 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18004/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/46576 2023-11-13T20:38:31Z jsinbis:RAC

Perancangan Media Informasi Sentra Wisata Kuliner Wonorejo di Kota Surabaya Berbasis Website Menggunakan Metode Model View Controller Mukhlis, Iqbal Ramadhani Sentra Wisata Kuliner Wonorejo, Kuliner Surabaya, Media Informasi, Website, Model View Controller Surabaya possesses considerable potential for economic growth and the tourism industry. The Surabaya City Government is actively harnessing this potential, one of which involves establishing the Culinary Tourism Center to introduce a variety of traditional Surabaya cuisine. Specifically, the Surabaya City Government has initiated the creation of the Wonorejo Culinary Tourism Center (SWK) to showcase the iconic Surabaya dishes. In pursuit of this objective, an information platform, based on a website, has been developed using PHP programming technology and a MySQL database, employing the Model View Controller approach supported by the CodeIgniter framework. This website is intended to furnish information about the diverse Surabaya dishes accessible at the Wonorejo Culinary Tourism Center to the local community and visitors from beyond Surabaya. The research process encompasses various methodologies, including literature review, observation, interviews, and surveys. The research findings, which encompass both internal and external testing, indicate a success rate of 80.67%. These results signify that this information platform is a valuable tool for facilitating the acquisition of information about the legendary and other culinary offerings available at SWK Wonorejo, benefiting visitors from Surabaya and beyond. Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46576 10.21456/vol13iss2pp143-153 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 143-153 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46576/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9721 2016-04-06T06:54:23Z jsinbis:RAC

Studi Empiris Mengenai Penilaian Kinerja Jurusan di Bidang Penelitian Menggunakan Data Enevelopment Analysis (DEA) Farikhin, Farikhin Noranita, Beta Performance evaluation of academic departments in university become routine activity to improve quality service.There qualitative and quantitative aspects to evaluate academic department. As well known that Data Envelopment Analysis (DEA) is one of non parametric technique based on linear programming. In this paper, we study to evaluate the academic departments with data envelopment analysis based on quantitative aspects. We formulate the performance evaluation as DEA problem. There are several stage to build DEA model as tool for the performance evaluation of academic departments. Firstly, we investigate purely quantitative variables in departement as input/output DEA model. Secondly, we discuss several ranking methods of decision making unit (DMU) to obtain efficiency of academic departments. In this paper, we use modified l1-norm method to rank DMU’s in DEA model. Keywords : DEA, DMU, and modified l1-norm method Diponegoro University 2013-12-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9721 10.21456/vol3iss3pp Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013 2502-2377 2088-3587 en

oai:ojs.ejournal.undip.ac.id:article/22070 2020-04-17T08:11:17Z jsinbis:RAC

Result Based Manajemen Sistem untuk Monitoring dan Evaluasi Kegiatan Bimbingan Dasar Keislaman Okfalisa, Okfalisa Simaremare, Harris Abdillah, Rahmad Najwa, Nina Fadilah Islamic Integration; Result Based Management Information System; Performance Measurement The Islamic values in the integrated curriculum should be reflected in governance, teaching lifestyle, and society dedication. The Islamic basic mentoring activity was the routine activity in UIN SUSKA Riau. That activity had been going on since 2010 and had unoptimization through stakeholder dissatisfaction with performance output. This research has developed a model by Result based for monitoring and evaluating the activity implementation. The results of the modeling mechanism were implemented in the construction of a Result Based Management Information System prototype. This research conducted by 7 constructs with 32 indicators that had been statistically tested by Confirmatory Factor Analysis to know the significance and the relation between indicators and constructs. This model was tested descriptive statistic to measure the activity implementation performance in accordance with the expected output. The results of performance activity at the Faculty of Science Technology were at the middle level. The construction of a prototype using Object Oriented Analysis had been successfully carried out with very good results in testing the UAT and Black Box. The system had 6 actors based on the stakeholder requirements and the system was successfully monitoring and evaluating problem and activity as long as the implementation. Performance information in graphically was to help the leader and top management for making decision and policy fixing. The discussion forum was developed as sharing information platform between the leader, the manager and the lecturer, the fellow lecturer, the lecturer and the participants. Thus, the transformation and transparency in implementation activity were formed. Diponegoro University 2019-05-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22070 10.21456/vol9iss1pp77-85 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 77-85 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22070/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9880 2016-01-03T13:28:33Z jsinbis:RAC

Sistem Pendukung Keputusan Pemberian Kredit Rumah Sejahtera Pada Nasabah Bank Pembangunan Daerah Kalimantan Timur dengan Metode TOPSIS Jumadi, Agus Arifin, Zainal Khairina, Dyna Marisa One of the most basic of human needs is the house as a place to live and settle. To be able to have a house requires a considerable cost. Therefore, we need a party as an intermediary to ease of payment to purchase of the house. The intermediary in this case is Bank. In this study, the Regional Development Bank (BPD) in East Kalimantan into a bank that was taken as a reference to obtain a loan writers Mortgage Prosperity. During this time , the decision making is done by the analysis of credit (account officer) , always has a lot of obstacles, such as the decision-making process is not effective (use of longer periods of time , effort and money is wasted) , human error and the possibility of collusion between customers and officers of the Bank. Web-based system is built so that users can easily access the system anytime and anywhere. Provision of decision support systems Prosperous Home Lending (KRS) for customers of Regional Development Bank (BPD) in East Kalimantan with Technique For Others Reference by Similarity to Ideal Solution (TOPSIS) methods as a determinant of final calculation from value of available alternatives. TOPSIS is not only consider the closest distance to the ideal solution, but also takes into account the distance to the farthest negative ideal solution to determine the selected alternative. Result from this study is an application decision support facilitate decision-making to facilitate decision-making releated to the problem of determining the recipient of a prosperous home loans in BPD Kaltim, so it can provide decision analysts credit home loans prosperous and appropriately based systems. Keywords : Decision Support System; Prosperous Home Lending Development; Topsis Method Diponegoro University 2014-12-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9880 10.21456/vol4iss3pp156-163 Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014; 156-163 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9880/Agus%20JUmadi

oai:ojs.ejournal.undip.ac.id:article/25633 2020-08-23T12:40:30Z jsinbis:RAC

Implementasi Metode ANP-PROMETHEE Untuk Pemilihan Supplier (Studi Kasus PT. Lamongan Marine Industry) Wicaksono, Mahad Surarso, Bayu Farikhin, Farikhin ANP; PROMETHEE; Decision Support System; Selection of Suppliers The selection of suppliers is essential to minimize the cost of procuring raw materials for production. This research is important to do in order to increase company profits and ensure the smooth production process. This study aims to select suppliers of shipbuilding raw materials of PT. LMI based on the best ranking order using the ANP-PROMETHEE method implemented in a decision support system. The variables used are 16 sub criteria and 6 alternatives. The ANP-PROMETHEE method is used because of its advantages in handling multi-criteria assessment based on subjective assumptions from decision makers. Stages of the study began with the ANP method to get the importance of weight then proceed to the calculation with the PROMETHEE method to get an alternative ranking. The results of this study is an application as a Decision Support System (DSS) that can help make supplier selection based on predetermined criteria. From the results of the study it was concluded that the ANP-PROMETHEE method can be implemented and is the right solution for supplier selection, ANP handles the problem of multiple objective decision making so that objectivity is maintained, while PROMETHEE handles the multi attribute decision making problem. Other conclusions are obtained that the PROMETHEE calculation has a more significant influence in determining the final outcome of an alternative ranking than the ANP. An input of ANP value is needed with a long number interval so that the results of the calculation of the Consistency Ratio (CR) approach the CR threshold (0.1) so that the ANP has a significant influence in determining the final outcome of an alternative ranking. The CR number that was tested was 0.0629 and proved unable to change the alternative ranking final results, when the CR number that was tested was 0.0993, it was proven to be able to change the alternative ranking final results. Diponegoro University 2020-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25633 10.21456/vol10iss1pp36-45 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 36-45 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25633/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25633/5420 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/2097 2016-04-05T14:46:30Z jsinbis:RAC

Penerapan Model Human Computer Interaction (HCI) Dalam Analisis Sistem Informasi Prihati, Prihati Mustafid, Mustafid Suhartono, Suhartono Information system Analysis is very important to do to produce easy, effective, efficient, and proper use system for the user. This research is meant to design and apply information system analysis model with the concept of Human Computer Interaction (HCI), Jacob Nielsen’s usability criteria which are learnability, efficiency, memorability, errors and satisfaction. The model of information system analysis Human Computer Interaction (HCI) with five usability criteria can be used as a standard to analyze how far Human Computer Interaction can be applied into the system so that every weakness will be known and system maintenance can be performed. The application Human Computer Interaction model in analysis of Sistem Administrasi Sekolah (SAS) produce a conclusion that only half of Human Computer Interaction concept applied into SAS Dikmenti DKI Jakarta. SAS is easy to be learned and to remember but SAS is not efficient and not yet have the ability to cope the mistake well. Users are satisfied enough with the result achieved through SAS but the facility provided by SAS is considered not enough to accommodate the need of the users. Diponegoro University 2011-04-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/01 10.21456/vol1iss1pp01-08 Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011; 01-08 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/01/116

oai:ojs.ejournal.undip.ac.id:article/62085 2025-06-12T07:30:50Z jsinbis:RAC

Integrasi Model DeLone & McLean, UTAUT, dan HOT-Fit untuk Menilai Keberhasilan dan Keberterimaan Aplikasi LPD Mobile di Bali Dewangga, Anak Agung Bagus Dharma Putra Ariyanto, Dodik Wirakusuma, Made Gede Sujana, I Ketut DeLone and McLean; UTAUT; HOT-Fit; LPD Mobile. Transparency challenges faced by Village Credit Institutions (LPDs) in Bali pose a significant risk to the future reputation of these institutions. In response to this challenge, LPDs introduced the LPD Mobile application to improve operational transparency. However, not all LPDs in Bali have yet implemented this system, so an in-depth analysis is needed to assess the extent of its success and acceptance from a user perspective. The integrated model used in this study is a combination of the DeLone & McLean, UTAUT, and HOT-Fit models with the addition of one moderating variable, namely education level, with the aim of identifying key factors that influence the success and acceptance of LPD Mobile. Through hypothesis testing using Partial Least Squares Structural Equation Modelling (PLS-SEM) method on 384 customers in 106 LPDs, all hypotheses were supported and the study found that education level, as a moderator variable, strengthens the influence of human factors on behavioral intentions. Technological factors emerged as the most influential on user satisfaction, while organizational factors showed a lesser impact on behavioral intentions. This integrated model successfully dissect the elements that influence the success and acceptance of LPD Mobile adoption in Bali. The results of this study can be used by LPDs in Bali to plan the direction of LPD development towards technological aspects, while future studies can explore this conceptual framework in different regions or countries with different microfinance institutions, organizational maturity levels, and cultural contexts, thus providing new insights into the flexibility and generalisability of this model. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62085 10.14710/vol15iss1pp34-44 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 34-44 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62085/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/62085/16144 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10896 2016-12-27T01:30:17Z jsinbis:RAC

Metode Jaringan Syaraf Tiruan Untuk Prediksi Performa Mahasiswa Pada Pembelajaran Berbasis Problem Based Learning (PBL) Badieah, Badieah Gernowo, Rachmat Surarso, Bayu Artificial Neural Network; Problem Based Learning; Prediction In order to improve academic quality in higher education, students’ performance evaluation is becoming important. To prevent increasing failure rate in the course, we need a system that is capable of predicting student’s performance in the end of the course. The research used several factors that are considered to affect students' performance on Problem Based Learning (PBL), such as students’ demography, students’ prior knowledge and group heterogeneity.  The method used in the study was Artificial Neural Network (ANN) with backpropagation training algorithm. Total 8 neurons were used as inputs for ANN which were obtained from gender variable (2 neurons), age variable (1 neuron), students’ average knowledge variable (1 neuron), students’ average skill variable (1 neuron) and group heterogeneity variable (3 neurons). Several different ANN architecture were tested in the study using 2, 7 and 12 hidden neurons respectively. Each architecture was trained using various different training parameters in order to find the best ANN architecture. Dataset used  in the research were obtained from Academic Information System in Faculty of Dentistry Unissula which contained Adult and Elderly Diseases Course’s participants from year 2009 to 2013. The ANN output were numeric values which represented students’ performance in Adult and Elderly Diseases Course. The output of this study is a system that is able to predict the student performance in block course. The result shows that using 7 hidden neurons in the network combining with 0.5 ,0.1 and  9000 for learning rate, momentum and epoch respectively, were the best ANN architechture and parameters in the study. The MSE obtained from validation test was 0,011926 with correlation coefficient (R) 0,796879. The prediction system are expected to help faculty and academic evaluation team to conduct actions to improve student’s academic performance and prevent them from failure in the course.  Diponegoro University 2016-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10896 10.21456/vol6iss1pp46-58 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 46-58 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10896/pdf

oai:ojs.ejournal.undip.ac.id:article/39335 2023-05-29T17:48:25Z jsinbis:RAC

Evaluasi Tingkat Penerimaan Sistem Manajemen Aset Menggunakan Metode HOT-FIT Amiruddien, Muhammad Widodo, Aris Puji Isnanto, R Rizal Integrated Asset Management System; Evaluation; Acceptance Rate; PLS-SEM; HOT-Fit Method The development of the institution will be directly proportional to the development of the number and types of assets it owns. The growing number and type of assets owned by an institution will have an impact on increasingly difficult management. In asset management, Diponegoro University has developed an Sistem Informasi Manajemen Aset Terpadu (SIMASET). SIMASET needs to be evaluated to find out its shortcomings and can be input for further development. This study aims to determine the factors that influence the level of acceptance and net benefits received by users from the application of SIMASET using the Human-Organization-Technology (HOT-Fit) method. This study begins with designing hypotheses, determining the sample of respondents, filling out questionnaires, and ending with questionnaire data analysis. There are 20 hypotheses tested regarding the relationship between technology, human and organizational constructs in the HOT-Fit method. The Partial Least Squares-Structural Equation Modeling (PLS-SEM) method in the Smart-PLS 3.0 application is used to analyze the questionnaire data that has been filled out by SIMASET direct users. The results showed that the net benefits of implementing SIMASET were increasing effectiveness, helping decision making, reducing errors and facilitating communication. In addition, it can be seen that SIMASET's shortcomings lie in the quality of information and service quality because they have no significant effect on system use and user satisfaction. SIMASET acceptance rate of 51.6% or moderate taken from the R-square value of net benefits. Diponegoro University 2021-11-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/39335 10.21456/vol11iss2pp20-45 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 87-96 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/39335/20300 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/39335/9513 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6078 2016-04-06T06:30:12Z jsinbis:RAC

Implementasi Sistem Pakar Diagnosis Penyakit Diabetes Mellitus Menggunakan Metode Fuzzy Logic Berbasis Web Masykur, Fauzan Number of patients with Diabetes Mellitus increases from year to year. This is due to late diagnosis of disease and also because of an unhealthy lifestyle. The disease usually does not realize that the disease Diabetes Mellitus. In this study, made ​​an enforcement system diseases Diabetes Mellitus with the Sugeno method. The variables supporting the diagnosis of the disease are used in the formation of a fuzzy set. Fuzzy set will be processed by the Sugeno method to produce a decision. Designed application has been tested with the involvement of medical records from physician diagnosis, the decision of the resulting application is the same as physician diagnosis listed in medical records. In general, web-based applications can be used as a tool in the diagnosis of Diabetes Mellitus. Keywords : Fuzzy logic; Expert system; Diabetes mellitus; Web-based Diponegoro University 2012-02-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27 10.14710/interaksi.%v.%i.408-418 Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012; 011-017 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/27/341

oai:ojs.ejournal.undip.ac.id:article/71819 2026-05-11T08:27:48Z jsinbis:RAC

Enablers and Barriers to Green Supply Chain Management with TOPSIS and MOORA for Prioritzing Decision-Making Yennylawati, Eng Mustafid, Mustafid Rochim, Adian Fatchur Green Supply Chain Management; Decision-Making; TOPSIS; MOORA; Multi-Criteria Indonesia is the world’s largest coconut producer. As a result, coconuts play an important role in sustaining millions of Indonesians' livelihoods. In 2021, a fear of cooking oil emerged, leading to a decline in production levels, reduced income for individuals, and an increase in commodity pricing both domestically and internationally. The scarcity of cooking oil, notwithstanding Indonesia's position as the leading global producer, indicates an imbalance between supply and demand. This research aims to investigate production problems as the root cause of coconut industry shortages, identify productivity-related issues through a literature review, and assess the urgency of the criteria presented in five Linkert scales. Listing problems is critical for determining the root of the problem, as well as the potential for increasing revenue and ensuring long-term sustainability through value-added initiatives in the green supply chain management (GSCM) scope. This study uses TOPSIS and MOORA analysis, a way of making decisions based on levels of importance and enabler barriers in the coconut industry, focusing on production and productivity. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71819 10.14710/vol15iss3pp340-346 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 340-346 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71819/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/16000 2020-04-17T08:09:07Z jsinbis:RAC

Penerapan Analisis Jalur Kepuasan Pengguna Terhadap Intensitas Pengguna SIMRS Puspitasari, Trismayanti Dwi HP, Dony Setiawan Roziqin, Mochammad Choirur User Intensity; User Satisfaction; Net-Benefit; Hospital Management Information System. The hospital today used Hospital Management Information System (HMIS) in providing services. HMIS is an effort to present accurate information, timely and support the process of management functions and decision making in providing health services in the hospital. The research aims to apply the path analysis of user satisfaction to the intensity of HMIS users. The method used is path analysis test by assessing user perception of HMIS. The variables analyzed include user satisfaction, net-benefit and user intensity. The result of the research is information that is useful as the material of decision for the director of hospital in developing HMIS. HMIS software development is based on the needs of the hospital as a provider of health services for the community. The findings of this study are decisions based on the results of the implementation analysis of HMIS as material to develop HMIS for electronic medical records. Diponegoro University Politeknik Negeri Jember 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16000 10.21456/vol7iss2pp131-138 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 131-138 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16000/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/47066 2023-10-22T22:31:35Z jsinbis:RAC

Implementasi Algoritma Fuzzy C-Means dalam Mengelompokkan Produktivitas Nauplius Vanammei di BBPBAP Jepara Widiastuti, Nur Aeni Kusumodestoni, Raden Hadapiningradja Wahono, Buang Budi Chumaisaroh, Diah Ayu Clustering; Data Mining; Data Science; Davies Bouldin Index; Fuzzy C-Means. Balai Besar Perikanan Budidaya Air Payau often experiences changes in the number of vanammei shrimp production that is uncertain every day. This resulted in the scarcity of vanammei shrimp larvae seeds, unmet market demand and high selling prices. So that the BBPBAP experienced problems in monitoring the quality of the production of vanammei shrimp larvae. To overcome these problems, data mining is used as an alternative solution. The research method used is the Fuzzy C-Means algorithm. With the research stages starting from data collection, pre-processing data to clean data or attributes that are not suitable, clustering using the Fuzzy C-Means algorithm, testing using the MATLAB tool, and evaluating validation using the Davies Bouldin Index (DBI). Based on the results of the clustering that has been carried out from a total of 894 data, which are included in the good cluster, 569 data with the unfavorable category is 325. The results of the evaluation and validation obtained a value of 0.32 with the resulting cluster quality is optimum. Diponegoro University 2023-07-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47066 10.21456/vol13iss1pp37-44 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 37-44 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47066/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6211 2016-04-06T06:48:58Z jsinbis:RAC

Rancang Bangun Sistem Peramalan Konsumsi Daya Listrik dengan Artificial Neural Network Backpropagation Sinta, Radini Gernowo, Rahmat Suryono, Suryono Jaringan saraf tiruan model jaringan layar jamak yang diimplementasikan dengan menggunakan program komputasi untuk menyelesaikan masalah yang kompleks melalui proses perhitungan dengan algoritma Backpropagation. Salah satu masalah yang dapat dipecahkan adalah sistem peramalan berdasarkan data time series, data time series untuk data masukan adalah data konsumsi daya listrik dalam satuan kWh pada LWBP dan WBP, data okupansi tahun 2011. Jaringan yang sudah dilatih menghasilkan akurasi peramalan MSE pada LWBP     7,48738e-12, MSE pada WBP 1,11035e-10, dan MAPE pada LWBP 1,6141e-9%, MAPE pada WBP 2,50e-8%, untuk jaringan yang tidak dilatih dapat meramalkan konsumsi daya listrik dengan uji validitas pada LWBP R = 0,837, dan pada WBP R = 0,835. Pada pelatihan dan pengujian sistem optimal dengan 8 neuron pada lapisan tersembunyi.   Katakunci: Jaringan Saraf Tiruan; algoritma Backpropagation; data time series; sistem peramalan.   Diponegoro University 2013-04-02 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/8 10.21456/vol3iss1pp48-58 Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013; 48-58 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/8/Radini

oai:ojs.ejournal.undip.ac.id:article/79567 2026-05-16T14:08:22Z jsinbis:RAC

Development Of The ‘Sipdes’ Village Correspondence Information System Towards Good Governance In The Village Of La'bo' Garonga, Melki E-Government. SIPDES; UAT (User Acceptance Test), Waterfall This research focuses on the implementation of the web-based Village Correspondence Information System (SIPDES) in La’bo’ Village, North Toraja Regency, as a digital solution to address the persistent limitations of conventional public service delivery. SIPDES is specifically engineered to transform the bureaucratic correspondence process by providing a platform that allows community members to manage and submit letter requests using their smartphones, alongside the ability to perform independent status tracking, thereby eliminating the necessity of physical visits to the village office. The development of this system meticulously adhered to the structured Waterfall methodology. Functional validation was rigorously executed through extensive testing, starting with Black Box Testing, which successfully confirmed that all integrated system features operated precisely according to the predefined technical specifications. Furthermore, the subsequent User Acceptance Test (UAT), conducted with the intended end-users, yielded a highly positive aggregate average score of 85.6%. This strong result serves as a compelling indicator that the vast majority of users perceive SIPDES to be highly feasible and suitable for full-scale implementation. Ultimately, this success validates SIPDES's effectiveness in meeting both core operational requirements and user expectations. The successful deployment of this system is projected to significantly enhance overall service efficiency, transparency, and public service quality, consequently supporting the strategic realization of both e-government and Good Governance principles at the local village level. Diponegoro University 2025-12-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/79567 10.14710/vol15iss4pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press) 2502-2377 2088-3587 en Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/21102 2020-04-17T08:11:04Z jsinbis:RAC

Faktor Anteseden dan Konsekuensi Green Supply Chain Management Rakhmawati, Antin Rahardjo, Kusdi Kusumawati, Andriani Strategic orientation; Government regulation; Green supply chain management; Environmental performance Business activites besides having a fuction to improve the economy, its also have a role to influencing the environment, if the business concept doesn't consider the environment, it will causing decrease of environmental quality. therefore, the purpose of this study is to examine about the application of green supply chain management, that is the concepts with consideration of environmental aspects in all supply chains, and to the explain of factors that become antecedents in influencing the implementation of green supply chain management and its impact on performance. this research explains the relationship between variabels, That are antecedents of green supply chain management, namely strategic orientation and government regulation, and the consequence factors of green supply chain management namely environtmental performance. the object in this study is medium size entreprised of food and beverage sectors in Pasuruan Regency. This study using a cluster sampling method involving 114 respondents and using PLS, for data analysis, with SmartPLS 3.0 software analysis tools. the results of this study indicate that there is a significant positive relationship between strategic orientation and government regulation toward green supply chain management, there is a significant positive relationship between strategic orientation and government regulation towards environmental performance through green supply chain management. Diponegoro University 2019-05-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21102 10.21456/vol9iss1pp1-8 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 1-8 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21102/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59621 2024-04-18T20:20:38Z jsinbis:RAC

Analisis Kesuksesan Layanan Digital Perguruan Tinggi Menggunakan Model Delone & McLean untuk Meningkatkan Kepuasan Pengguna Wulansari, Anita Kartika, Dhian Satria Yudha Najaf, Abdul Rezha Efrat Suryanto, Tri Lathif Mardi Faroqi, Asif Delone and Mclean Model, university digital service, information system success Implementation of ICT in various services in tertiary institutions needs to be accompanied by good quality. Therefore, it is necessary to evaluate to ensure the success of the service. The study aims to analyze the relationship between system quality, information quality and service quality to user satisfaction and then the relationship between user satisfaction to net benefit. In addition, three different system, namely academic information system, student portal and credit point system were evaluated to obtain broader understanding on those relationship. Survey data were collected from 451 students using those systems. SEM-PLS was applied to the obtained data. According to the empirical results, factors affected user satisfaction on academic information system was different than student portal and credit point system. However, it was found that user satisfaction affected net benefit. As a result, the successful factors on academic information system, student portal and credit point system were different. Thus, it was necessary to put a careful attention on the improvement aspect on each of those system. This paper aims to analyze factors affecting online services success to increase user satisfaction. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59621 10.21456/vol14iss2pp153-161 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 153-161 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59621/pdf_1 Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/26132 2020-04-17T08:13:51Z jsinbis:RAC

Analisis Aplikasi Mobile Transportasi Online Menggunakan User Experience Questionnaire pada Era Milenial dan Z Abdillah, Leon Andretti User Experience, Millennial And Z Generation Students, Gojek, Online Transportation Online transportation becomes so popular in the ride-sharing industry. Young millennial and z generation users utilize their smartphone not only for communications but also for ordering online transportation services like Gojek. This study examines the experience of millennial and z generation students in using the well-known Gojek online transportation mobile service. A number of 154 millennial computer science students as respondents are involved in this study. Their experience in using online mobile transportation services via smartphone was collected through an online questionnaire made using google forms and distributed via Facebook. The tool used in this study is Online User Experience Questionnaire (UEQ). The results showed that all UEQ categories scored in positive areas. The highest score is in the "Perspicuity" category, while the lowest score is in the "Novelty" category. The benchmark value of the Gojek application indicates that the Gojek application has a rating scale that is on the scale of "above average" and "good". Suggestions that can be taken from the results of research that the Gojek application in general has been very good in providing experience for its users, things that need to be improved is in terms of the renewal of the application. Diponegoro University 2019-11-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26132 10.21456/vol9iss2pp204-211 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 204-211 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26132/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/26132/4337 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/60720 2024-10-09T18:44:39Z jsinbis:RAC

Strategic Evaluation of Whistleblower Software Security in Government: ISO/IEC 25010 and AHP Method Purbaratri, Winny Sembiring, Irwan Setiawan, Adi Setyawan, Iwan Security Measurement, Quality Measurement, ISO 25010, Software Quality, Information System, Smart Government To assess the effectiveness of software security measures in government whistleblower systems, we will utilize the ISO/IEC 25010 standard and the Analytic Hierarchy Process (AHP) methodology. Through the integration of various frameworks, our objective is to build a complete evaluation model that effectively identifies and enhances any vulnerabilities in these crucial systems. The strategy we employ combines the qualitative and quantitative evaluation capabilities of ISO/IEC 25010 and AHP, respectively, to offer a comprehensive perspective on software security performance. The results indicate substantial improvements in the security and reliability of whistleblower software, underscoring the effectiveness of our suggested evaluation technique in identifying crucial areas for refinement. Moreover, the utilization of AHP permitted the ranking of security qualities, guaranteeing focused and efficient improvements. Ultimately, the study emphasizes the significance of thorough security assessments for government whistleblower systems and verifies the effectiveness of utilizing ISO/IEC 25010 and AHP as a methodical approach to improve software security. This research enhances the ongoing endeavor to protect confidential data, fostering a more secure and reliable atmosphere for individuals who expose wrongdoing. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60720 10.21456/vol14iss4pp321-328 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 321-328 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60720/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10495 2017-08-30T17:45:55Z jsinbis:RAC

Implementasi Metode Dempster Shafer Analytic Hierarchy Process Untuk Pemilihan Program Studi Calon Mahasiswa Pangestika, Menur Wahyu Nurhayati, Oky Dwi Suryono, Suryono Dempster shafer analytic hierarchy process; Department recommendations; Standard minimum value; Average of value report Methods Dempster Shafer Analytic Hierarchy Process is used to rank or sort information based on a number of criteria. DS/AHP advantage of Pairwise Comparison, Consistency Ratio, and Dempster Rule's of Combination, which is used to generate information systems in the form of a sequence of courses as consideration for the selection of majors for prospective students. The sample used in this study were 29 students of five faculty at the University of Diponegoro. The data used is the standard minimum value of each faculty and the average value of the semester report card 1-5 Mathematics, Indonesian, English, Biology, Chemistry, and Physics. Results of this study was the software selection study program that gives students the value of trust in each department. Testing the validity of the value of the accuracy of the system is done by comparing the majors were chosen with the recommendation majors produced by the system, resulting accuracy of 79.33%. Diponegoro University 2016-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10495 10.21456/vol6iss1pp11-20 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 11-20 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10495/pdf

oai:ojs.ejournal.undip.ac.id:article/30423 2021-09-01T00:20:12Z jsinbis:RAC

Rancangan Aplikasi Monitoring Online Untuk Meningkatkan Pemeliharaan Prediktif Pada PLTD Paillin, Daniel Bunga Widiatmoko, Yoyok Predictive Maintenance; Evaluation; Online Monitoring Application Evaluation of operating data is one of the most important things about preventing disruption to the diesel generating unit. At this time process of recording the condition of the power plant (log sheet) in PLTD Hative Kecil is still done manually so that the evaluation process of the data that has been taken is still not optimal, and the use of parameter data as a basis for improving engine performance has also not been maximized. The purpose of this study is to design a web-based plant operation monitoring application to optimize predictive maintenance, improve the efficiency and effectiveness of processing plant data operations and as a reference for maintenance planning and assist in making decisions so that Operational Excellence can be achieved. The results of the design can provide information on the condition of the engine in real-time that can be used for planning, controlling, and evaluating the predictive maintenance of diesel generators in PLTD Hative Kecil Diponegoro University 2021-06-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30423 10.21456/vol11iss1pp9-17 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 9-17 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30423/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/30423/8487 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6060 2016-04-06T06:29:04Z jsinbis:RAC

Sistem Pendukung Keputusan Untuk Pengadaan Fasilitas Hotel Menggunakan Metode TOPSIS Hendartie, Susi Surarso, Bayu Noranita, Beta The development of hotel business to make consumers more critical to choose a hotel products and services. If the hotel facilities more complete, so interest of the consumer is higher to choose the hotel. This  research study intend to build a decision support system for the procurement of hotel facilities with TOPSIS method. This method uses the six alternative form of the data; hotel rooms (guest  room), karaoke, gift shop, a gym, spa and travel corner (travel tour information) and data of some criteria. This method was chosen because it is based on the best alternative concept, was not only has the shortest distance from the positive ideal solution, but also has  the longest distance  from  the  negative  ideal  solution.  TOPSIS  calculations  systems  have  been  done  the  comparison  of  final  value  using  excell calculation. Calculations that used in this research study is simple and produces alternative hotel rooms (guest room) with t he highest ranking as the ideal solution. TOPSIS method facilitates decision-makers in choosing the best alternative for the procurement of hotel facilities.Keywords : Decision support system; Hotel facilities; TOPSIS Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22 10.21456/vol1iss3pp143-152 Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011; 143-152 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/22/276

oai:ojs.ejournal.undip.ac.id:article/71806 2025-07-07T19:24:14Z jsinbis:RAC

Designing a Model for Bi-criteria Objective Scheduling at Flexible Flowshop Production in Finishing Furniture Industries Bahaudin, Achmad Fawwaz Susanty, Aries Saptadi, Singgih Bi-Criteria Scheduling; Flexible Flow Shop; Furniture Finishing Industry; Microsoft Excel Solver; Total Weighted Tardiness; Sequence-Dependent Setup Time The bi-criteria objective scheduling is essential in the Jepara furniture industry due to its competitiveness. Scheduling that not only considers the company's profits but also takes into account the customer's perspective can add significant value to the company. Based on that, this paper proposed a mathematical model for the furniture finishing industry. Then it transformed into a Microsoft Excel Solver model. Cost calculation is also considered to choose the best model. The system's characteristic is flexible flow shop production, not identical at the last stage,  and sequence-dependent set up time. The objective of scheduling is to minimize total maximum completion time and total weighted tardiness. There are 3 scenarios in this paper, company focused, customer, and bi-criteria objective. After running the model, scenario 3 is the best choice for completing priority orders on time, while scenario 1 is ideal when seeking efficiency in production with delays being less of a concern. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71806 10.14710/vol15iss2pp152-158 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 152-158 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71806/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/14837 2017-06-02T23:27:33Z jsinbis:EDT

Back Matter JSINBIS Volume 5 Nomor 1 Tahun 2015 M.Eng, Ph.D, Prof. Mustafid Back Matter JSINBIS Volume 5 Nomor 1 Tahun 2015 Diponegoro University 2017-06-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14837 10.21456/vol5iss1pp%p Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14837/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/47041 2023-03-01T18:43:29Z jsinbis:RAC

Sistem Informasi Manajemen Pengumpulan dan Pengangkutan Sampah Padat dengan Efisiensi Rute Menggunakan K-Means Clustering dan Travelling Salesman Problem Hanafi, Munji Warsito, Budi Gernowo, Rahmat Solid Municipal Waste (SMW); Waste Management; K-means Clustering; Traveling Salesman Problem (TSP); OR-Tools; Decision Support System (DSS) The increasing population growth and rapid urbanization have resulted in large amounts of solid municipal waste (SMW). Nowadays, the problem of waste management is a problem that is being experienced by every country in the world. As a result, implementing efficient waste management strategies is increasingly needed. The collection and transportation of solid waste is the most important thing to pay attention to in waste management efficiency to reduce the costs of collecting and transporting solid waste. The research started by collecting data and interviewing the environmental services of Semarang City about the waste transportation system in Semarang City. The results of the data and interviews will then be used as a reference for the system analysis to be made. Then proceed with designing information systems. After that, the information system was developed by applying the Traveling Salesman Problem (TSP) method using a heuristic in the form of K-means Clustering. With the help of OR-Tools, TSP completion does not require node distance, just inputting the coordinates of each node. The study closed system testing. This research proposes a new approach to solving TSP. First is the process of assembling nodes into several clusters. Then, look for the shortest route in each cluster. The research resulted in 21 routes in 16 corridors to transport waste in Semarang City, presented on a map on a web-based Information System as Decision Support System (DSS). The comparison of the methods shows that TSP is the most suitable for this case. Diponegoro University 2022-12-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47041 10.21456/vol12iss2pp106-115 Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022; 106-115 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47041/pdf Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9558 2016-04-06T06:52:53Z jsinbis:RAC

Studi Pengamanan Login Pada Sistem Informasi Akademik Menggunakan Otentifikasi One Time Password Berbasisis SMS dengan Hash MD5 Imam Santoso, Kartika Sediyono, Eko Suhartono, Suhartono Pengamanan login untuk mengakses Sistem Informasi Akademik berbasis WEB, berupa pengamanan menggunakan OTP(One Time Password) yang di bangkitkan dengan Hash MD5 yang menghasilkan sebuah kode lewat SMS untuk otentikasi.Aplikasi OTP menggunakan masukan untuk hash MD5 dari tabel mahasiswa yang diambil adalah field NIM, No telp, danwaktu akses. Hasil dari fungsi hash tersebut menghasilkan 32 digit bilangan hexadesimal, kemudian mengganti denganangka bila ditemukan huruf di dalamnya. Selanjutnya diambil enam digit dari bilangan tersebut. Enam angka tersebut yangdikirimkan sebagai OTP dengan layanan aplikasi Gammu berupa SMS dan juga disimpan dalam tabel. OTP yang dikirimkankepada pengguna akan dicocokkan dengan yang tersimpan dalam tabel untuk mengecek validitasnya. Apabila cocok antaraOTP yang dikirimkan dengan yang tersimpan dalam tabel, maka pengguna baru bisa mengakses Sistem Informasi Akademik(SIAKAD). OTP yang dihasilkan adalah untuk otentifikasi pengamanan akun pengguna SIAKAD setelah Login denganmemasukkan username dan password. Waktu aktif untuk pengamanan login dengan OTP berbasis SMS selama tiga menit,pembatasan tersebut adalah untuk mempersempit waktu hacker untuk menyadap dan menyusup. Selain itu juga sesuai denganuji coba yang telah dilakukan dengan beberapa layanan operator selular di IndonesiaKata kunci : Sistem Informasi Akademik; Login, Hash MD5; One Time Password; SMS; Gammu Diponegoro University 2013-04-16 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/2 10.14710/interaksi.%v.%i.78 - 86 Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013; 07-12 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/2/Kartika%20Imam%20Santoso

oai:ojs.ejournal.undip.ac.id:article/70544 2026-05-11T08:27:48Z jsinbis:RAC

The Impact of Perceived Value on Engagement, Purchase Intention, and Continuance Usage Intention: A PLS-SEM Study on Social Commerce Live Streaming Context Ramadhoni, Muhammad Fajar Prassida, Grandys Frieska Live Streaming; TikTok Shop; Customer Engagement; Purchase Intention; Continuance Usage Intention; Social Commerce This study aims to analyse the factors influencing customer engagement in social commerce live streaming, specifically on the TikTok Shop platform, and their impact on purchase intentions and continuance usage intention. The significance of this research lies in the rapid development of social media applications within the social commerce sector, which presents new opportunities for brands to interact directly with users through live streaming features. A quantitative research approach was employed, utilizing survey techniques to collect data from respondents who are active users of the TikTok Shop platform in Indonesia and engage with its live streaming feature. The data were analysed using the Partial Least Squares Structural Equation Modelling (PLS-SEM) method. The results indicate that the hedonic, symbolic, and interactivity values of live streaming positively influence customer engagement, whereas utilitarian values have no significant effect. Moreover, customer engagement positively affects purchase intentions and continuance usage intentions. These findings underscore the critical role of emotional and interactive aspects of live streaming in fostering customer engagement, which subsequently enhances purchase intentions and sustained usage. This research offers valuable insights into the development of digital marketing and user interaction strategies in the context of social commerce. Diponegoro University 2025-07-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/70544 10.14710/vol15iss3pp310-320 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 310-320 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/70544/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/19463 2018-12-26T00:47:38Z jsinbis:RAC

Identifikasi Penerapan ERP dan Resiko Managemen Pada RSUD Dr Samratulangi Tondano Kabupaten Minahasa Sulawesi Utara Rumambi, Frendy Rocky Amalia, Citra Alexander, Rully Information Technology; Hospital; ERP; Risk Management; Business Process; Integration. Influential information technology in all areas of one field of health evidenced denganteknologi can help health services in the form of examination, diagnosis, treatment, and decision making. The role of information technology in the sphere of kesehatandapat providing services and address the risks. The purpose of this research is to study how the application of ERP and risk management at hospital. It was concluded that an ERP system successfully applied in the field of health there are risks regarding the service. ERP systems can improve health services. The lack of research in this field, furthermore investigates the use of ERP in the field of health and the application of risk management. conclusion, used system ERP at the hospital has not been applied as a whole, many clinical functions as well as a database on the health section at the hospital have not yet integrated, sistemhanya focuses on the function of registration and administration comparison of clinical function, there are many risks facing health care providers especially about service. Factor in the availability of technology and human resources to the implementation of the ERP system and risk management Diponegoro University 2018-10-24 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19463 10.21456/vol8iss2pp149-156 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 149-156 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19463/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/19463/2552 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/19463/2553 Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/57228 2023-12-31T10:13:04Z jsinbis:RAC

Evaluasi Kualitas Shopeepay Menggunakan ISO/IEC 25010 Rumabar, Bithia Insoraki Maria, Evi IS0/IEC 25010, Quality Evaluation, Shopeepay This research aims to evaluate the quality of Shopeepay using ISO/IEC 25010 from the user side, namely Satya Wacana Christian University students. Evaluation of the quality of Shopeepay needs to be done because the high level of use of Shopeepay is also followed by increasing user complaints. This research assesses eight characteristics: functional suitability, reliability, performance efficiency, usability, security, compatibility, maintainability, and portability. There were 140 respondents in this research. This research uses a quantitative descriptive approach, and data is analyzed by calculating the total score for each characteristic regulated in ISO/IEC 25010. The results of the Shopeepay quality evaluation found that functional suitability is 79%, performance efficiency is 75 percent, compatibility is 74 percent, usability is 78 percent, and reliability is 77 percent, security 83 percent, maintainability 76 percent, and portability 78 percent. The quality of Shopeepay is considered very good from a security perspective, and the rest is good. The lowest score is on the compatibility aspect, so system developers and Shopee management need to improve the compatibility of this application because payment transactions and top-up balances fail due to this aspect. Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57228 10.21456/vol14iss1pp54-61 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 54-61 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57228/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9868 2016-02-15T13:33:10Z jsinbis:RAC

Pendekatan Metode Pohon Keputusan Menggunakan Algoritma ID3 Untuk Sistem Informasi Pengukuran Kinerja PNS Sidette, Julce Adiana Eko, Eko Nurhayati, Oky Dwi Decision tree method is a classification method that has been widely used for the solution of problems of classification. Decision tree classification provides a rapid and effective method. The approach has been proven decision tree method can be applied in various fields of life. Capability classification is indicated by the decision tree method is what encourages authors to use decision tree methods approach to measure the performance of civil servants. To build a decision tree induction algorithms used. In this study, the ID3 algorithm method is used to construct a decision tree. Starting with the data collecting training samples and then measuring the entropy and information gain. Information Gain value will be used as the root of a decision tree. And translates it into a decision tree classification rules. The results show that the decision tree method is used to produce classification rules into groups employee performance Good and Bad. The resulting rules are used to measure the performance of employees and classifying employees into two groups above are constructed in an information system. Information system built to assist management in making more objective assessment process.    *) Penulis korespondensi: utje_caem@yahoo.com   Keywords: ID3 Algorithm; Decision tree; Employee performance Diponegoro University 2014-07-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9868 10.21456/vol4iss2pp75-86 Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014; 75-86 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9868/Julce%20Adiana

oai:ojs.ejournal.undip.ac.id:article/23263 2020-04-17T08:12:13Z jsinbis:RAC

Pemanfaatan Social Network Analysis Untuk Menganalisis Kolaborasi Komunikasi Pada Balai Perikanan Budidaya Laut Ambon Latupeirissa, Ariyanto Sediyono, Eko Iriani, Ade Social Network Analysis, Collaboration, Alternatif Aktor Marine aquaculture center-Ambon (Balai Perikanan Budidaya Laut/BPBL-Ambon) is a technical implementing unit under supervision of Directorate General of Aquaculture, Ministry of Maritime Affairs and Fisheries, Republic of Indonesia. Based on report of government’s internal control system (Sistem Pengendalian Intern Pemerintah/SPIP) specifically at the third quarter, some crucial organizational disadvantages have been identified in BPBL-Ambon, particularly related to the communication and coordination between divisions and technical staffs. To deal with this problem, there is a need to analyze and map the roles of interactions between employees in social networks. This study aims to analyze the patterns of interaction between staffs in the social networks. In this work, social network analysis (SNA) was used, which is based on formal and informal interactions on BPBL-Ambon, enabling to identify the key actors potentially able to act as alternative actors for information access to facilitate communication. The collection of individual data, as well as formal and informal interactions, was carried out using questionnaire and interview, involving entire population (saturation sampling). The collected data were then filetered and tabulated symmetric matrix, as preliminary steps for analysis following exported. SNA approach focuses on determining degree centrality, closeness centrality, and betweenness centrality. As a result, our experimental data suggested that most divisions alreadyshowed an appreciable collaboration in terms of communication; however, the remaining divisions showed 0 value in terms of their relationship with other divisions. Based on these findings, we could solve the problem through acting the alternative actors having the highest indegree value apart from stakeholders from a division capable of acting as alternative sources of information. The involvement of alternative actors could be a meaningful attempt in order to solve communication and coordination problems present in BPBL-Ambon Diponegoro University 2019-11-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23263 10.21456/vol9iss2pp121-132 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 121-132 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23263/15973 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/23263/4232 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/63882 2024-08-07T01:29:42Z jsinbis:RAC

Analisis Penerimaan dan Kesuksesan Aplikasi M-health pada Lansia menggunakan Model UTAUT dan Delone & McLean Merdekawati, Utami Nugraheni, Dinar Mutiara Kusumo Nurhayati, Oky Dwi UTAUT; Delone & Mclean; Penerimaan Sistem Informasi; Kesuksesan Sistem Informasi; M-health; Lansia M-health plays a crucial role in providing medical services through features like online doctor appointments. While it offers convenience, there are challenges in its adoption among the elderly. The success of M-health depends on user acceptance and continued use. Therefore, an evaluation of information technology focused on the elderly in Indonesia is necessary. Technology accepted by users is not necessarily successful, and vice versa. This study aims to identify factors influencing the acceptance and success of M-health applications among the elderly. It combines the UTAUT and Delone & McLean models to investigate acceptance and success factors. The variables used are performance expectancy, effort expectancy, information quality, system quality, service quality, user satisfaction, and continuance intention. The PLS-SEM method is used to process respondent data. Analysis result shows that 61.6% of elderly users' satisfaction with M-health is influenced by information quality, service quality, performance expectancy, and effort expectancy. Meanwhile, 59.4% of the continuance intention is influenced by user satisfaction. This indicates that the application is well received and successful because it provides a satisfying experience. This study confirms that the combination of the UTAUT and Delone & McLean models is adequate. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63882 10.21456/vol14iss3pp267-276 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 267-276 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63882/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9910 2017-08-30T17:29:10Z jsinbis:RAC

Analisis Sentimen Berbasis Ontologi di Level Kalimat untuk Mengukur Persepsi Produk Akbar, Agus Subhan Sediyono, Eko Nurhayati, Oky Dwi Sentence Level Sentiment Analysis; Ontology; Naïve Bayes, Classification The purpose of this research is to do sentiment analysis on tweets data retrieved using ontology framework and using naïve bayes classifier algorithm for classification process. This study is based on the habits of twitter users who frequently writes opinion, expression, or sentiment on a specific product, especially smartphones. These tweets can be used as a basis for sentiment analysis on a particular product. The method used in this study include the use of ontology framework for tweets retrieval that match the domain of the discussion and the use of naïve bayes classification algorithm for data classification. Classification process carried past the 3 pieces of layer classification to fine tune the final result of classification. Three layers of classification used include buzz/promo classification (classifying tweets into buzz and not-buzz tweets), subjectivity classification (classifying not-buzz tweets into subjective and objective tweets), and sentiment classification (classifying subjective tweets into positive, negative, or neutral tweets). The resulted software can classify tweets with high accuracy. This software was trained and tested with the composition of 25:75, 50:50, 75:25 from sample data and tested 10 times for each composition. Average accuracy of the system reached 84.16%, 86.15%, and 87.54% for each composition. The result showed that by employing this system, product marketing stakeholders can determine the level of user sentiment expressed in the form of tweets. The method used in this study could be developed to improve the accuracy of classification systems.   Diponegoro University 2015-07-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9910 10.21456/vol5iss2pp84-97 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 84-97 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9910/pdf

oai:ojs.ejournal.undip.ac.id:article/30723 2022-11-14T00:20:05Z jsinbis:RAC

Sistem Prediksi Curah Hujan Bulanan Menggunakan Jaringan Saraf Tiruan Backpropagation Sunardi, Sunardi Yudhana, Anton Muflih, Ghufron Zaida Rainfall; Artificial Neural Network (ANN); Backpropagation; Software Development Life Cycle (SDLC); Waterfall; Rainfall has important role for human life. Rainfall information can be used in several fields including agriculture. As a benchmark for planting periods, water infiltration management, and irrigation. The resources for calculating rainfall are rainfall gauges, ground-based radars and remote sensing satellites. Wonosobo area’s rainfall type is monsoon, meaning that it has one wet period and one dry period. It has fluctuating varied rainfall every month and the availability of rainfall data is uncertain each year. As a mountainous area, Wonosobo’s agricultural sector is very dominant for their economic. Weather Observation, especially rainfall, is important because it can be used by related parties, especially in the agricultural sector. In addition, to provide rainfall data in areas with no observation stations. This study aims to design and implement a rainfall prediction system by developing the Waterfall Model Development Life Cycle (SDLC) Software and implementing backpropagation artificial neural networks (ANN). System development using the SDLC waterfall model was chosen because it is simple, easy to understand and implement. ANN backpropagation is applied in the prediction system because of its advantage that can be applied to a problem related to prediction. Testing on the system built for training and validation produces training accuracy of 93.92% with validation of 73.04%, indicating that the system can be used and has been running expectedly. The best ANN architecture was obtained on the test with input layer 3, hidden layer 12, and output 1 values, learning rate 0.5 momentum 0.9. From the SSE 0.1 target, the SSE is 0.302868. Diponegoro University 2020-12-15 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30723 10.21456/vol10iss2pp155-162 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 155-162 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30723/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/30723/6849 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/30723/7071 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6047 2016-04-06T06:14:56Z jsinbis:RAC

Sistem Informasi Perpustakaan Berbasis Web Application Irawan, Yudie Mustafid, Mustafid Sugiharto, Aris Digital  library  system  contributes  the  development  of  digital  resource  digital  resource  that  can  be accessed  via the  Internet.  Librarymanagement system contributed to the development of automation membership data processing, circulation and cataloging. In this thesisis  to develop  a new  concept of  digital  library  systems  and  library  management  system  by  integrating  these  two systems  architecture. Integration  architecture  implemented  by  inserting  component  library  management  system  into  the  digital  library  system  architecture. Web application technology required for these components in order to be integrated with the digital library system components.  The newsystem  has  the advantage  of  this  development  application  utilization  of  borrowing,  membership  and  kataloging  to  a  sharable  over the internet,  so  applications  that  can  be used  together.  Information  can be  delivered  between the  library  catalog,  without  leaving the  digitallibrary function in the utilization of shared digital resources derived from uploading by each librarian.Keywords : Digital library system; Library management system; Web application Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11 10.14710/interaksi.%v.%i.111-123 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 69-72 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/11/264

oai:ojs.ejournal.undip.ac.id:article/63661 2025-06-12T07:30:50Z jsinbis:RAC

Analisis Faktor Pendorong dan Penghambat Adopsi Aplikasi OVO di Kota Jambi: Pendekatan IPA dan UTAUT 2 Setiawan, Dedy Enggrani Fitri, Lucky UTAUT 2; IPA; OVO; Mobile Payment; Behavorial The purpose of this study is to analyze the interest and behavior of using OVO applications, as well as determine the importance rating using Importance Performance Analysis (IPA) of factors that influence interest and usage behavior based on the Unified Theory of Acceptance and Use of Technology 2 (UTAUT 2). The questionnaire was distributed to OVO users in Jambi Province with a total sample of 155 respondents. This study used non-probability sampling techniques, and the analysis method used was PLS-SEM with SmartPLS 3 software. The results showed that habits were the most influential and had the highest level of importance to the interest in using OVO in Jambi City. Meanwhile, for usage behavior, the factor that most influences it is supporting conditions, which have a high level of importance and performance according to the importance-performance map analysis (IPMA) felt by OVO users in Jambi Province. The results of this research provide valuable insights for companies or developers in decision-making related to product development, marketing strategies, and resource investment. They can allocate resources more effectively based on a better understanding user preferences and needs. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63661 10.14710/vol15iss1pp68-80 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 68-80 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63661/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/63661/16509 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/13319 2020-04-17T08:08:15Z jsinbis:RAC

Rancang Bangun Sistem Informasi Remunerasi Jasa Pelayanan RSUD Kepahiang Bengkulu Menggunakan Metode FAST Hendryani, Atika Services emuneration system; evaluation system; government decision-makers The good remuneration information system services can provide useful information for hospital administrators to evaluate employee performance. The aim of this research is to develop a remuneration system services to support employee performance evaluation Kepahiang Hospital. System development methods using FAST (Framework for the Application of Systems Thinking) / Framework for Application of Systems Thinking. Evaluation results of employee performance become the basis of government decision-makers to make improvements and reward. Data used in the research is the data of performance of employees and the amount of revenues from services. Remuneration information system services to produce output tables and graphs to support employee performance evaluation in hospitals Kepahiang for various levels of management. The quality of the information system of the proposed system is better than the old information system. Diponegoro University 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13319 10.14710/jis.%v.%i.%Y.138-150 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 9-16 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13319/pdf Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/47792 2022-10-20T08:18:06Z jsinbis:RAC

Vulnerability Assessment Website E-Government dengan NIST SP 800-115 dan OWASP Menggunakan Web Vulnerability Scanner Darojat, Esti Zakia Sediyono, Eko Sembiring, Irwan Vulnerability Assessment; E- Government Website; Web Vulnerability Scanner; NIST SP 800-115; OWASP E-Government is one of the local government's means of implementing service-oriented values and public information disclosure by providing the local government's official website. Vulnerability Assessment (VA) is a vulnerability assessment method by testing security vulnerabilities to find out all potential critical weaknesses of e-government websites, the aims is to support convenience and service improvement when using e-government websites. The method is using descriptive quantitative to analyze and evaluate security level of both e-government websites based on the NIST SP 800-115 method regarding technical guidelines for testing and assessing information security parameters and OWASP using two web vulnerability scanners. This study is to analyze and evaluate the results of vulnerability scanning on two different types of e-government web, namely the e-government web belonging to the local government and village government, the sample assessment using the semarangkab.go.id website belonging to the local government of Semarang Regency, Central Java Province. and gunungtumpeng.id which is the official e-government website owned by the Gunung Tumpeng Village Government, Suruh District, Semarang Regency, Central Java Province, Indonesia. Hasil penelitian menunjukkan ditemukan persamaan penilaian dalam hal kategori level ancaman dan jumlah kerentanan menggunakan kedua alat web vulnerability scanner, dan hasil yang berbeda terdapat pada durasi, kecepatan pemindaian, dan jenis temuan kerentanan. Kedua parameter OWASP dapat memberikan petunjuk dan penjelasan kompleks untuk membantu pengembang atau pihak pemerintah daerah melakukan pengambilan keputusan mengenai keamanan informasi pada web e-government yang dikelola. Diponegoro University 2022-09-29 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47792 10.21456/vol12iss1pp36-44 Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022; 36-44 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47792/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/47792/11701 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6234 2016-09-29T01:43:10Z jsinbis:RAC

Sistem Deteksi Retinopati Diabetik Menggunakan Support Vector Machine Setiawan, Wahyudi Adi, Kusworo Sugiharto, Aris Diabetic Retinopathy is a complication of Diabetes Melitus. It can be a blindness if untreated settled as early as possible. System created in this thesis is the detection of diabetic retinopathy level of the image obtained from fundus photographs. There are three main steps to resolve the problems, preprocessing, feature extraction and classification. Preprocessing methods that used in this system are Grayscale Green Channel, Gaussian Filter, Contrast Limited Adaptive Histogram Equalization and Masking. Two Dimensional Linear Discriminant Analysis (2DLDA) is used for feature extraction. Support Vector Machine (SVM) is used for classification. The test result performed by taking a dataset of MESSIDOR with number of images that vary for the training phase, otherwise is used for the testing phase. Test result show the optimal accuracy are 84% .   Keywords : Diabetic Retinopathy, Support Vector Machine, Two Dimensional Linear Discriminant Analysis, MESSIDOR Diponegoro University 2014-02-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/041 10.21456/vol2iss3pp109-116 Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012; 109-116 2502-2377 2088-3587 Id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/041/342

oai:ojs.ejournal.undip.ac.id:article/68328 2025-07-07T19:24:15Z jsinbis:RAC

Smart Village Tourism: Barriers and Facilitators in Adopting a Smart City Perspective Using SWOT Analysis Widarti, Erni Erkamim, Moh. Nugraha, Tegar Wijanarko Surya smart village tourism; smart city; SWOT analysis; barriers; facilitators This disruptive era, tourist villages must adapt to technological advancements to innovate and drive the digitalization of these villages. Data processing, speed, and clarity of information can be utilized for the development of smart village tourism, where innovation and technology become the main drivers of transformation. The smart city concept can be adopted in the development of smart village tourism to enhance sustainability in tourist villages. A deep and ongoing study of the potential and local wisdom of rural communities is a key factor in the development of smart village tourism. This research serves as a preliminary study in the context of smart village tourism. The aim of this study is to formulate a development model for smart village tourism based on the identification and analysis of the barriers and facilitators in adopting the smart city perspective. The case studies involve two tourist villages in Boyolali Regency. The data analysis method uses SWOT analysis (Strengths, Weaknesses, Opportunities, Threats). SWOT analysis is useful for evaluating various aspects of tourist villages and identifying strategies that can be implemented for development and improvement. These findings represent an initial step towards formulating the development of smart village tourism by adopting a smart city perspective based on an ICT model, aligned with local potential and wisdom as key factors for the sustainability of tourist villages. Diponegoro University 2025-05-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/68328 10.14710/vol15iss2pp280-291 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 260-270 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/68328/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/16172 2018-05-30T22:53:07Z jsinbis:RAC

Analisis dan Pengukuran Kualitas Informasi Pada Website Menggunakan Pendekatan Six Sigma Faisal, Bagus Candiwan, Candiwan Priyadi, Yudi Information Quality; Information Quality Assessment; Six Sigma; Analytic Hierarchy Process (AHP); Quality Function Deployment (QFD) Information held by a company is one of the important factors for its success. Nowadays with rapid development of usage of internet and social media, bad information can also have a significantly negative impact on every element / level that exists in the company or in the community. Sometimes it can lead to public unrest. Bad or good information has correlation with the quality of information. The aim of this research  is to assest and analyze  the quality of information using Six Sigma approach and we choose Kaskus website as a case study. Kaskus is the largest community online in Indonesia. It provided various kinds of information to its user. By using its approach, this research consists of 5 stages, they are “define”, “measure”, “analysis”, “improve”, and “control”. Each phase/stage using different tools to assess the current Information Quality, such as questionnaires for define phase, “Expert Choice”(Analytic Hierarchy Process) for measure phase, and quality function deployment (QFD) for analysis stage. Questionnaires used for defining customer specifications and identify information quality problem, meanwhile software “Expert Choice” used to measure the importance each quality information dimensions and then to validate/analyzise the problem of the data. And lastly, QFD used to determine the mutual relationships of information quality dimensions and critical to Information Quality factors. Output of “Analyze” stage shows that Accuracy, Relevancy, and Objectivity dimension on Kaskus website need to be improved immediately because it reaches unacceptable point. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16172 10.21456/vol8iss1pp84-91 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 84-91 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16172/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/16172/1827 Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59332 2023-11-13T20:38:31Z jsinbis:EDT

Frontmatter (Front Cover, Editorial Team, Indexing, and Table of Contents) Mustafid, Prof . Diponegoro University 2023-10-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59332 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59332/pdf Copyright (c) 2023 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9859 2016-01-01T23:04:16Z jsinbis:RAC

Penerapan Cutomer Relationship Management (CRM) Dengan Menggunakan Metode Analytic Network Process (ANP) Pada Perusahaan Ritel Nofiyati, Nofiyati Sediyono, Eko Nurhayati, Oky Dwi Retail industry or retail business is a fast-growing business in the midst of global competition conditions. One strategy to attract more consumers are Customer Relationship Management (CRM). The successful implementation of CRM in the enterprise is influenced by several environmental perspectives, strategies, customers and products / services, processes, participants, infrastructure, and information technology are integrated in the framework of Work System (WS). This research was carried out by applying the method of Multiple Criteria Decision Making (MCDM) that is able to accommodate the outer and inner linkage from multiple nodes / indicators are considered, namely the Analytical Network Process (ANP) to rank the quality of implementation CRM in retail companies and strong influential node / indicator of the best retail among three alternative the consisting of Alfamart, Indomaret and Smesco mart. From the results of application ANP method, obtained the rank quality of implementation CRM in retail companies with first rank is Indomaret the value of 1.0000; and the second is Alfamart with a value 0.9575; and the third is Smesco mart with a value of 0.8034. While node / indicator strong influence on the the best retail is level of chaos, long and short term planning, customer service, system integration, appropriate skills, technical infrastructure, easily of use and accessibility of information.   Keywords: Ritel, Customer Relationship Management (CRM), Analytic Network Process (ANP), Kerangka Work System (WS). Diponegoro University 2013-12-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9859 10.21456/vol3iss3pp Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013 2502-2377 2088-3587 en

oai:ojs.ejournal.undip.ac.id:article/63224 2024-04-18T23:03:22Z jsinbis:EDT

Front matter JSINBIS 14 (2) 2024 Mustafid, Prof Front matter JSINBIS 14 (2) 2024 Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63224 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; i 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63224/25759 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9887 2016-01-03T13:28:33Z jsinbis:RVA

Stimulasi Denyut Jantung dengan Pemutar Musik pada Android Afandi, Ifan Kurnia Ferdiana, Ridi Nugroho, Hanung Adi Music is a natural instrument that can be enter in every human life. Music used by the ancestors in traditional ceremonies and partly uses music to inspire the spirit of fighting on a war or on a sports competition. Music is also used by some people for relaxation. Music tempo affects heart rate in a unique way. Fast music tempo will increase the heart rate. Instead slow music tempo that tends to be used for relaxation. Today the daily activities can not be separated from smartphones and music. This paper presents a unique approach to increase the heart rate. Simple application become the base of application so that application can be use easily. Increased heart rate can be a support to maximize daily activities. Keywords: Heart rate; Music; Smartphone Diponegoro University 2014-12-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9887 10.21456/vol4iss3pp205-210 Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014; 205-210 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9887/Ifan%20Kurnia2

oai:ojs.ejournal.undip.ac.id:article/26150 2020-08-23T12:40:30Z jsinbis:RAC

Implementasi Augmented Reality Furniture Dengan User-Defined Target Berbasis Android Junaidi, Akmal Prabowo, Rizky Syarif, Admi Fazri, Yudistira Augmented Reality; Furniture; User-defined target; Android Furniture catalogs display items statically in 2-dimensional form only. Buyers often want to observe furniture in a real room. Home-View application in this study can display 3D furniture objects as they want. Home-View App has been developed with Augmented Reality technology. Application is developed using the Vuforia SDK library and User Defined Target (UDT) method in the Unity3D software. UDT is utilized to display 3D furniture on a target like magazine and book covers. Home-View application has two menus namely Marker Katalog and HomeView. Marker Katalog serves as a method to view 3D furniture in a small form in the furniture catalog. HomeView serves as a way to view 3D furniture in the desired room. This application has a positioning feature on the x and y axis and rotating feature on the z axis. The application can run by displaying 3D furniture to its actual size at the HomeView menu and successfully displaying 3D furniture as listed on the catalog at the Marker Katalog menu. Diponegoro University 2020-06-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26150 10.21456/vol10iss1pp64-72 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 64-72 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26150/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/26150/5595 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6036 2016-04-06T06:11:49Z jsinbis:RAC

Perbandingan Algoritma Enkripsi GGHN(8,8) dan RC4 Untuk Video Conference Satriyo, Satriyo Sediyono, Eko Fatchurrohim, Adian Encryption is a solutions to secure the information transmitted through the medium of communication that can not be intercepted by unauthorized parties. This study implemented two algorithms i.e. RC4 and GGHN (8.8) in video conference. This study compared the speed  of  both  encryption  and  decryption  of  the  encryption  algorithm,  and  perform  measurements  of  bandwidth .  From  the  results  of measurements of the speed can be concluded that the RC4 algorithm is 1.53 times and 1.34 times faster than GGHN(8,8) for encryption and  decryption  audio  data.  The  encryption  and  decryption  video  data  RC4  are  1.44  times  and  1.09  times  faster  than  GHN(8,8). Bandwidth  usage  for  video  conferencing  without  encryption  and  bandwidth  usage  on  a  video  conference  with  RC4  encryption  and GGHN (8.8) is the same.Keywords: Video Conference; RC4; GGHN(8,8); Real Time Protocol. Diponegoro University 2011-04-02 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/05 10.21456/vol1iss1pp27-32 Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011; 27-32 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/57673 2025-06-12T16:27:40Z jsinbis:RAC

Analisis Perbandingan Metode Terbaik Peramalan Inflasi di Jawa Barat dengan ARIMA, Linear Regression, Triple Exponential Smoothing Nuralifia, Elsa Mutiara Rodiah, Rodiah Forecasting: West Java; ARIMA; Linear Regression; Triple Exponential Smoothing Inflation is a crucial economic indicator, and its growth rate is always aimed to be low and stable to prevent macroeconomic disruptions that might lead to economic instability. Considering the significant impact it can have, predicting future inflation values is essential. This study focuses on forecasting inflation, particularly in the province of West Java, using the ARIMA, Linear Regression, and Triple Exponential Smoothing methods. The goal is to find the method that yields the lowest error to ensure more accurate forecasting results. The research employs inflation data from June 2009 to May 2023 in West Java, collected from the Badan Pusat Statistik (BPS) of West Java Province. The study involves several stages: (1) collecting inflation data, (2) preprocessing the data, (3) constructing forecasting models and obtaining results, and (4) comparing accuracy outcomes. After comparing the methods, it was found that the Triple Exponential Smoothing method emerged as the most effective one. This method exhibited the lowest error evaluation, with an RMSE value of 0.1719703, indicating good accuracy and suitability for forecasting inflation values in the province of West Java for the future Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57673 10.14710/vol15iss1pp11-20 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 11-20 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57673/pdf_1 Copyright (c) 2025 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/12030 2017-09-19T02:49:40Z jsinbis:RAC

Model Heuristic Time Invariant Fuzzy Time Series dan Regresi Untuk Prediksi Laba dan Analisis Variabel yang Mempengaruhi Admirani, Ica Gernowo, Rachmat Suryono, Suryono Profit forecast; heuristic time invariant fuzzy time series; multiple linear regression Model of prediction with fuzzy time series method has ability to capture the pattern of past data to predict the fu ture of data does not need a complicated system, making it easier to use. The research aims to built prediction system using model of  heuristic time invariant fuzzy time series and multiple linear regression to predict profit and analysis of variables that affect profit. Profit forecasting aims to determine the company's prospects in the future in order to remain exist in doing its business. The variables that use in the modelling are profit as the dependent variable, and sales, cost of goods sold, general and administrative expenses, selling and marketing expenses and interest income as the indepent variables. Profit forecasting modelling begins by defining universe of discourse and interval actual data of profit, then determine fuzzy set and actual data fuzzified. Furthermore, fuzzy logical relationship and fuzzy logical relationships group to fuzzified data. The prediction process consist of two prediction phase there are training phase aimed to determine trend predictor and testing phase to determine prediction results. By using 24 profit data samples resulted prediction error by using Mean Absolute Percentage Error is 11,64% and added 13 data for testing obtained prediction error is 22,27%.  In analysis of variables that affect profit is known that sales variable most effect on profit than other variables with a regression coefficient 0.976. Diponegoro University 2016-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12030 10.21456/vol6iss2pp144-153 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 144-153 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12030/pdf Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/34353 2023-05-29T17:48:26Z jsinbis:RAC

Audit Tata Kelola Teknologi Informasi Domain Monitor, Evaluate, and Asses dan Deliver, Service, Support Berdasarkan Framework COBIT 2019 Windasari, Ike Pertiwi Rochim, Adian Fatchur Alfiani, Septi Nurna Kamalia, Azizah COBIT 2019; Capability Level; Gap Analysis University is a form of tertiary institution that has a tridharma task to assist the government in handling and implementing development in all fields, especially education. Information technology and information systems tools are important to support the achievement of the university's vision and mission. University information technology governance is an activity used to measure existing information technology to support the achievement of university activity goals. The obstacle faced by the university is that every year it spends a large budget with activities related to information technology (IT) ranging from design, implementation, IT training for the entire academic community, but the results obtained cannot be measured. This research was conducted to measure the maturity of IT implementation at universities. In this study, using COBIT 2019 as a framework on the two domains of MEA and DSS in the research object university (PTOP). Two of these domains are expected to be able to measure the target Capability Level, Capability Level current and gaps (gap) The data source used is the results of interviews with IT governance authorities. The research object case study at one of the universities in Semarang, hereinafter referred to as the research object college (PTOP). Based on the research results, it was found that the PTOP capability level in the MEA and DSS domains was at level 1 or performed, which means that the process carried out had more or less reached the goal, but through the implementation of a series of activities that were less organized. Diponegoro University 2022-01-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34353 10.21456/vol11iss2pp131-138 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 131-138 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34353/pdf Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6124 2016-04-06T06:36:46Z jsinbis:RAC

Sistem Temu Kembali Informasi dengan Metode Vector Space Model Amin, Fatkhul The information retrieval system (IRS) now provides  document  search results  with abundant results of  documents  (high recall) and low accuracy  (low  precision).   The  objective  of  designing  IRS  with  Vector  Space  Model  (VSM)  Method  is  to  facilitate  users  to  searchIndonesian  documents.  IRS  Software  is  designed  to  provide  search  results  with  the  optimum  number  of  documents  (low  recall)  and accuracy (high precision) with VSM method  that users  may  get fast and accurate  results.  VSM  method  provides a different  credit  for each  document  stored in  a  database  which in turns to determine  the  document most similar  to  the query,  where the documents with the highest credits are placed  on the top of  the  search results.  The evaluation  of  search results  with  IRS  is conducted under  recall  andprecision tests.  This study  fascinatingly creates  a system which can preprocess  (tokenizing,  filtering,  and  stemming)  within  computation time  of four  minutes  forty-one seconds.  The system  can  search  the  documents  and  display  them in  the search results  with an averagecomputation time of 1.5 seconds, with  an average recall of 0.19, and an average precision of 0.54.  The system is equipped with a credit for each document, and the value is positioned on which a user may easily search the Indonesian text.Keywords: IRS, Vector Space Model, Recall, Precision Diponegoro University 2012-06-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37 10.21456/vol2iss2pp078-083 Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012; 078-083 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/37/303

oai:ojs.ejournal.undip.ac.id:article/71846 2026-05-11T08:27:48Z jsinbis:RAC

Examining the Role of Personal Character in Indonesian Peer-to-Peer Lending Purwanto, Iwan Isnanto, Rizal Widodo, Aris Puji P2P Lending; Bad Loan Management; Borrower Characteristics; Big Five Personality Approach; Personality Traits This research examines Indonesian P2P lending and bad loan management by analyzing borrower characteristics. The large value of problematic loans is a key signal for this investigation. The Big Five Personality Approach is used to survey P2P lending users. This study solely examines if the Big Five personality traits affect evaluation. On March 5–18, 2023, 17 P2P lending sites gathered data from 197 respondents for two weeks. Data validation continued until 11 respondents were pruned. The remaining 186 respondents' data was evaluated using SPSS. The management process yielded two hypothesis tests, the T-test and the F-test, which showed that the Big Five personality significantly affects present assessment activities. F-Test findings show the Big Five Personalities have a big impact concurrently. These two factors suggest that the Big Five Personalities may evaluate decision support systems for borrower recommendations. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71846 10.14710/vol15iss3pp440-450 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 440-450 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71846/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/18125 2020-04-17T08:09:54Z jsinbis:RAC

Pengukuran Keberhasilan E-Learning dengan Mengadopsi Model Delone & Mclean ., Deny Andry, Johanes Fernandes D&M IS Success Model; E-Learning; Education; University Investment resources, time and cost in the implementation of information systems are not small, making measuring the success of information systems becomes very important to do. Meanwhile, the university as an educational institution today has been rampant to implement e-learning as an information system that provides added value for students. A University in North Jakarta has implemented e-learning integrated with information portal of students and lecturers since 2009. But until now has not been measured the success of the information system. So this research is done with one of the goals to measure the success of e-learning adopted by the University. In addition, this research would like to test the success model of DeLone and McLean's updated information system (2003) in the case of e-learning. The analysis was performed using SEM with the help of Lisrel 8.7 which tested 7 hypotheses. From this research found that DeLone and McLean model can not be used to explain the cause of success of e-learning system that its use is required, but need further research to get better level of generalization. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18125 10.21456/vol8iss1pp68-75 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 68-75 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18125/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/52428 2023-11-13T20:38:31Z jsinbis:RAC

Komparasi Algoritme Random Forest dan XGBoosting dalam Klasifikasi Performa UMKM Erkamim, Moh Suswadi, Suswadi Subarkah, Muhammad Zidni Widarti, Erni Klasifikasi; Algoritma; Random Forest; XGBoosting; UMKM; Keuangan The Covid-19 pandemic has greatly impacted the whole world, especially Indonesia. Various policies have been implemented starting from the implementation of lockdowns, restrictions on large-scale economic activities, and bans from leaving the region. The economic sector is a sector that has been affected quite a lot, one of which is Micro, Small, and Medium Enterprises (MSMEs). As a result of the Covid-19 pandemic, many MSMEs have suffered losses, so many investors have started to consider investing in MSMEs. Therefore, MSMEs need to know their business performance through potential analysis and financial reports to deal with the economic crisis during a pandemic. This study compares two algorithms namely Random Forest and XGBoosting in classifying the good or bad performance of MSME financial conditions. The performance of the developed algorithm will be improved using hyperparameter tuning to obtain the best parameter combination for each algorithm. In this study, the Random Forest algorithm has an accuracy value of 0.944 and an f1-score of 0.944, while the XGBoosting algorithm has an accuracy value of 0.944 and an f1-score of 0.950. Based on the model with the best evaluation metric, six important features are obtained: the 2021 profit and loss variable, 2020 cash, 2020 liabilities, 2020 capital, 2021 sales, and 2021 liabilities. Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52428 10.14710/vol13iss2pp%p Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 127-134 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52428/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6213 2016-04-06T06:50:05Z jsinbis:RAC

Data-Based Fuzzy TOPSIS for Alternative Ranking Utomo, Victor Gernowo, Rahmat Sugiharto, Aris Technique for Order Preference by Similarity (TOPSIS) solves multi-criteria decision making (MCDM) by ranking the alternatives. When the attributes are not deterministic, a Fuzzy TOPSIS method is applied. The traditional fuzzy TOPSIS depends on decision makers to determine alternative’s value which considered subjective. A new method named data-based fuzzy TOPSIS proposed to diminish the dependency to decision maker. The proposed algorithm use data to determine alternative’s values objectively. Subtractive Clustering (SC) and Fuzzy C-Mean (FCM) selected to transform crisp value data to fuzzy value data. Some modification applied to SC and FCM to obtain fuzzy triangular value needed by fuzzy TOPSIS.  Keyword : Index Terms—Decision support systems,  fuzzy TOPSIS, fuzzy C-mean, subtractive clustering Diponegoro University 2013-07-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6213 10.21456/vol3iss2pp104-108 Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013; 104-108 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6213/victor

oai:ojs.ejournal.undip.ac.id:article/20393 2019-07-25T21:11:16Z jsinbis:RAC

Implementasi Metode Dempster Shafer Pada Sistem Pakar Diagnosa Gangguan Kepribadian Yuwono, Doddy Teguh Fadlil, Abdul Sunardi, Sunardi Dempster Shafer; Personality Disorder; Expert System Metode Dempster Shafer adalah metode ketidakpastian untuk menghasilkan diagnosis yang akurat. Karena penambahan atau pengurangan fakta baru dalam bentuk informasi tentang gejala dan gangguan. Metode ini memberi para ahli kepercayaan diri dalam pengetahuan mereka. Penelitian ini bertujuan untuk menerapkan metode Dempster-Shafer untuk mendiagnosis gangguan kepribadian. Sampel yang digunakan dalam penelitian ini adalah 20 data. Hasil penelitian ini adalah sistem pakar, yang mampu mendeteksi gangguan kepribadian pada seseorang berdasarkan gejala yang mereka rasakan, tanpa harus bertanya langsung kepada para ahli. Pengujian sistem ini meliputi validitas nilai akurasi sistem yang dilakukan dengan membandingkan hasil diagnosa ahli dengan hasil yang dihasilkan oleh sistem, akurasi yang dihasilkan adalah 85%. Diponegoro University 2019-05-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20393 10.21456/vol9iss1pp25-31 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 25-31 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20393/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9876 2016-02-15T13:33:10Z jsinbis:RAC

Item Response Theory Model Empat Parameter Logistik Pada Computerized Adaptive Test Fatkhudin, Aslam Surarso, Bayu Subagio, Agus One of the computer-based testing is the Computerized Adaptive Test (CAT), which is a computer-based testing system where the items were given to the participants adapted to test the ability of the participants. Assessment methods are usually applied in CAT is Item Response Theory (IRT). IRT models are most commonly used today is the model 3 Parameter Logistic (3PL), which is about the discrimination, difficulty and guessing. However 3PL IRT models have not provided information more objectively test the ability of participants. The opinion of the test participants were tested items were also to be considered. In this study using CAT in combination with IRT model of 4PL. In this research, the development of CAT which uses about 4 parameters, namely the discrimination, difficulty, guessing and questionnaires. The questions used were about UAS 1 English subjects. Samples were taken from 30 students answer with the best value of the total 172 students spread across 6 classes to measure the parameter estimation problem. Further testing using CAT application 4PL IRT models compared to CAT 3PL IRT models. From research done shows that the CAT application combined with IRT models 4PL can measure the ability of the test taker shorter or faster and also opportunities participants correctly answered the test items was done tend to be better than the 3PL IRT models.   Keywords: Ability; CAT; IRT; 3PL; 4PL; Probability; Test Diponegoro University 2016-01-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9876 10.21456/vol4iss2pp121-129 Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014; 121-129 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9876/Aslam%20Fatkhudin

oai:ojs.ejournal.undip.ac.id:article/25330 2020-04-17T08:13:02Z jsinbis:RAC

Aplikasi Auto Sales Forecasting Berbasis Computational Intelligence Website untuk Mengoptimalisasi Manajemen Strategi Pemasaran Produk Bakri, Rizal Data, Umar Astuti, Niken Probondani Busines Analytics; Computational Intelligence; Marketing Management; Sales Forecasting; R Programming Business analytics plays an important role in optimizing the management of product marketing strategies. One of the most popular analytical tools in business analytics is sales forecasting. Businesses need to conduct sales forecasting to optimize marketing management in the form of product availability predictions, predictions of capital adequacy, consumer interest, and product price governance. However, the problem that is often encountered in forecasting is the number of forecasting methods available so that it makes it difficult for business people to choose the best forecasting method. The aims of this research is to develop a forecasting software tha can be accessed online based on computational intelligence, which is a software that can make forececasting with various methods and then intelligently choose the best forecasting method. The software development method used in this study is the SDLC with waterfall model. The result of this research is the Auto sales forecasting software was developed using the R programming language by combining various package and can be accessed online through the page Http://bakrizal.com/AutoSalesForecasting. This software can be used to conduct forecast analysis with various methods such as Simple Moving Average, Robust Exponential Smoothing, Auto ARIMA, Artificial Neural Network, Holt-Winters, and Hybrid Forecast. This software contains intelligence computing to choose the best forecasting method based on the smallest RMSE value. After testing the sales transaction data at the Futry Bakery & Cake Shop in Makassar, the results show that the Robust Exponantial Smoothing method is the best forecasting method with an RMSE value of 0.829   Diponegoro University 2019-12-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25330 10.21456/vol9iss2pp244-251 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 244-251 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25330/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25330/4584 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/60652 2024-10-09T18:44:39Z jsinbis:RAC

Analisis Sentimen Ulasan Wisatawan Terhadap Alun-Alun Kota Batam: Perbandingan Kinerja Metode Naive Bayes dan Support Vector Machine Friadi, John Kurniawan, Dwi Ely Sentiment Analysis; Tourist Reviews; Alun-Alun Kota Batam; Naive Bayes; Support Vector Machine. Batam City, as a rapidly developing tourism destination in Indonesia, continues to strive to enhance the potential of its tourist attractions to attract more visitors. The assessment of reviews from tourists is crucial in identifying necessary development measures to improve the quality of tourist attractions. This research aims to analyze the sentiment of reviews for the Alun-Alun Kota Batam tourist destination by leveraging data from Google Maps. Two classification methods, Naive Bayes and Support Vector Machine, are employed for sentiment analysis, and their performances are compared. From 1140 collected reviews, the data is categorized into three labels: positive, negative, and neutral. The research results indicate that the Support Vector Machine method achieves higher accuracy (94%) compared to Naive Bayes (83%). This study contributes insights into visitor sentiments towards Alun-Alun Kota Batam, with implications for policy development and more effective actions in enhancing local tourism appeal. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60652 10.21456/vol14iss4pp403-407 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 403-407 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60652/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10496 2017-08-30T17:47:36Z jsinbis:RAC

Penerapan Algoritma Minimax Pada Game Macan-macanan Santoso, Kartika Imam Yunita, Farida Kusumo, Nafi Projo ActionScript 3; Game; Macan-macanan; Minimax Algorithms. Lots of traditional games, but now the game is becoming obsolete. Many games were replaced with the modern game technology products. Modern games are becoming more practical because it did not require the terrain and many friends. Quite alone in front of the screen was a person may engage in an exciting game. One of the efforts to preserve and disseminate traditional games one of which is macan-macanan is to adapt the game into a computer game. This study aims to apply artificial intelligence using minimax algorithms and programming language ActionScript 3 in the game with a macan-macanan research methods are prototyping. The design used in this study is an artificial intelligence approach for representing the state, science, human computer interaction for designing the user experience, as well as the UML for object-based design. Results from this study is that in order to determine the value of the evaluation algorithm minimax for the end node / terminal state in the game macan-macanan, required the calculation of the total step is valid for each piece, as well as to pawn macan, necessary calculations springboard to a higher value and the weight difference the appropriate type of pawns. Diponegoro University 2016-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10496 10.21456/vol6iss1pp21-29 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 21-29 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10496/pdf

oai:ojs.ejournal.undip.ac.id:article/37496 2021-09-01T00:20:12Z jsinbis:RAC

Theory of Reasoned Action dan Literasi Teknologi terhadap Adaptasi Perubahan Teknologi Setiawan, Amelia Djajadikerta, Hamfri Haryanto, Haryanto Wirawan, Samuel Good Gorporate Governance; Theory of Reasoned Action; Adapt; Information Technology; COVID-19 Pandemic One of the company's goals is business continuity. Companies can maintain their survival if supported by human resources who are also ready to follow the demands of changes in their environment. The COVID-19 pandemic is bringing very significant changes in human life today. This study aims to identify the influence of employee profiles and attitudes, subjective norms and information technology literacy on the willingness to adapt to the necessity of using information technology, especially during this pandemic time. This study uses the Theory of Reasoned Action approach as a theoretical basis, electronic questionnaires as a data collection method, and structural equation modeling to observe causal relationships between variables. The results of this study found that the model in this study had met the criteria for the model-fit test, and the only variable affecting employee attitudes was age. Subjective norm variables and information technology literacy have affected employees' intentions to adapt to information technology. The results of this study can be used by companies to design training programs that aim to improve information technology literacy and skills, especially for older employees. Diponegoro University 2021-08-02 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37496 10.21456/vol11iss1pp51-61 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 51-61 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37496/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/37496/8971 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6083 2016-04-06T06:35:14Z jsinbis:RAC

Perancangan Web Komersial dan Analisis Pengaruhnya Pada UMKM Makanan Kabupaten Boyolali Terhadap Transaksi Penjualan Budyastomo, Avin Wimar Sediyono, Eko Penelitian berupa pemanfaatan internet atau web komersial di lingkungan UMKM Boyolali untuk memasarkan produknya menarik dan perlu untuk diteliti. Dengan sinyalemen bahwa melalui web komersial pelaku UMKM semakin kreatif mengembangkan deversifikasi usahanya dan tidak hanya menembus pasar lokal tetapi juga pasar internasional. Tujuan dari penelitian ini adalah untuk merancang sistem informasi berbasis web berwujud web komersial untuk UMKM dan menganalisis pengaruh web komersial terhadap pendapatan, biaya pemasaran dan transaksi penjualannya. Untuk mengukur pengaruh web komersial, digunakan analisis perhitungan dengan menggunakan paired samples test. Hasil yang diperoleh dari penelitian ini dengan menggunakan paired samples test adalah ada peningkatan yang positif terhadap pendapatan sebesar 9,1 % dan penurunan biaya pemasaran sebesar 48,3 %. Sehingga dapat disimpulkan bahwa penggunaan web komersial membawa pengaruh yang positif terhadap pendapatan, biaya pemasaran dan transaksi penjualan UMKM makanan di kabupaten Boyolali.   Keywords: Paired samples test; UMKM; Web Komersial Diponegoro University 2014-01-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32 10.21456/vol2iss1pp043-051 Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012; 043-051 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/71815 2025-07-07T19:24:14Z jsinbis:RAC

Resolving Data Imbalance using SMOTE for the Analysis and Prediction of Hate Speech Sentences Sutikman, Sutikman Sutanto, Heri Widodo, Aris Puji Hate Speech Analysis; Data Imbalance; SMOTE; Machine Learning Models; Twitter Sentiment Classification Hate speech is characterized as a form of communication that expresses hostility or discontent towards particular individuals, groups, or ethnicities, with the intent to belittle one party. This research aims to examine hate speech expressions on Twitter, assessing their categorization as hate speech through the application of machine learning methodologies. The study incorporates feature engineering techniques, such as Term Frequency-Inverse Document Frequency (TF-IDF) and the Synthetic Minority Over-sampling Technique (SMOTE), to mitigate challenges related to data imbalance. The machine learning models utilized include Logistic Regression (LR), Decision Tree (DT), Gradient Boosting (GB), and Random Forest (RF). Among these models, Logistic Regression (LR) demonstrated the highest efficacy, achieving an accuracy of 91.43%, precision of 88.83%, recall of 93.99%, and an F1 score of 97.10%. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71815 10.14710/vol15iss2pp198-203 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 198-203 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71815/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/15932 2020-04-17T08:09:02Z jsinbis:RAC

Geolocation dengan Metode Djikstra untuk Menentukan Jalur Terpendek Lokasi Peribadatan Azizah, noor Mahendra, Danang Geolocation; Djikstra Method; Android Traveling from one place to another takes time and cost. Especially for tourists who get difficulties to find worship locations because of a vast area with the numbers of worship location. This study aims to design application based android to determine the location of worship with the shortest path. A method used to develop the application is Waterfall method that includes the beginning of the analysis phase up to the application maintenance stage. Result from this research is Djikstra method can searching the location with the shortest path. Geolocation technology is used to identify a real-world geographical location that can be applied to the android operating system. As a case study, this research has been successfully applied to searching the location of worship in Kudus District include mosques, christian churches, catholic churches, and monasteries. Diponegoro University 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/15932 10.21456/vol7iss2pp96-103 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 96-103 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/15932/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/15932/1785 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/15932/1786 Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/50136 2023-10-22T22:31:35Z jsinbis:RAC

Sentiment Analysis of Customer Reviews Using Support Vector Machine and Smote-Tomek Links For Identify Customer Satisfaction Sumantiawan, Dody Indra Suseno, Jatmiko Endro Syafei, Wahyul Amien Sentiment Analysis, Classification, Support Vector Machine, SMOTE, Tomek Links Shopping activities in the online market, especially fashion trends, continue to increase with all the promo efforts offered. One of the considerations for buying products on the online market is to read reviews. Each consumer review shows the level of interest in the product. The number of negative reviews and the emergence of many varied reviews pose a problem in categorizing reviews. Sentiment analysis is a way of looking at the polarity of reviews to classify positive and negative reviews. The Support Vector Machine method and the combination of the Synthetic Minority Oversampling Technique (SMOTE) with Tomek Links are applied in this study. Classification using the Support Vector Machine method and the combination of the Synthetic Minority Oversampling Technique (SMOTE) with Tomek Links showed better results with an Accuracy of 0.92, Precision of 0.89, Recall of 0.89, and F1-score of 0.89 than without the combination of the Synthetic Minority oversampling Technique (SMOTE) with Tomek Links with an Accuracy of 0.68, Precision of 0.55, Recall of 0.99, and an F1-score of 0.71. Diponegoro University 2023-06-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50136 10.21456/vol13iss1pp1-9 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 1-9 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50136/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/5582 2016-04-05T14:46:52Z jsinbis:RAC

REPLACEMENT SPARE PART INVENTORY MONITORING USING ADAPTIVE NEURO FUZZY INFERENCE SYSTEM Hartono, Hartono Abstract   The amount of inventory is determined on the basis of the demand. So that users can know the demand forecasts need to be done on the request. This study uses the data to implement a replacement parts on the electronic module production equipment in the telecommunications transmission systems, switching, access and power, ie by replacing the electronic module in the system is trouble  or damaged parts of a good electronic module spare parts inventory, while the faulty electronic modules shipped to the Repair Center for repaired again, so that the results of these improvements can replenish spare part  inventory. Parameters speed on improvement process of electronic module broken (repaired), in the form of an average repair time at the repair centers, in order to get back into the electronic module that is ready for used as spare parts in compliance with the safe supply inventory  warehouse.  This research using the method  of  Adaptive Neuro Fuzzy Inference System (ANFIS) in developing a decision support system for inventory control of spare parts available in Warehouse Inventory taking into account several parameters supporters, namely demand, improvement and fulfillment of spare parts and repair time. This study uses a recycling input parameter repair faulty electronic module of the customer to immediately replace the module in inventory warehouse,  do improvements in the Repair Center. So the acceleration restoration factor is very influential as the input spare parts inventory supply in the warehouse and using the Adaptive Neuro-Fuzzy Inference System (ANFIS) method.   Keywords: ANFIS, inventory control, replacement Diponegoro University Hartono-24010411400023, Magister of Information System, Diponegoro University 2013-08-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/5 10.21456/vol3iss2pp95-103 Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013; 95-103 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/5/Hartono

oai:ojs.ejournal.undip.ac.id:article/72835 2026-05-11T08:27:48Z jsinbis:RAC

A Comprehensive Urban Health Architecture in Smart Living Using Smart City Architecture Development Framework (SCADEF) Aeni, Najma Qurrotul Prasetyo, Yuli Adam Mukti, Iqbal Yulizar smart living; architecture; comprehensive; Healthcare Integration; SCADEF; Urban Healthcare Systems; In urban healthcare systems, rapid urbanization and population growth pose challenges, demanding creative approaches to deliver healthcare services efficiently and conveniently. With the global population projected to reach 68% urbanization by 2050 (United Nations, 2019), the need for integrated healthcare solutions is increasingly pressing. To address the gap in healthcare integration in Smart Living environments, this study develops a Smart Living Enterprise Architecture using the Smart City Architecture Development Framework (SCADEF). This study aims to integrate urban design principles into the architecture to enhance healthcare integration with other domains, promote interoperability between sectors, and citizen-centric service delivery. Using a qualitative design-focused methodology, this study leverages customer journey maps to identify healthcare interaction points and enhance user experience. The architecture is validated through stakeholder interviews and expert reviews. Through SCADEF, the proposed architecture supports smart living by integrating healthcare into the broader ecosystem, resulting in more seamless service delivery, reduced fragmentation, increased responsiveness, and improved accessibility. The findings also suggest that urban data mining can support sustainable health models and non-instant urban governance. These models can be tailored to different urban contexts, providing a holistic response to fragmented urban health services while promoting proactive and resilient public health systems. Diponegoro University 2025-11-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/72835 10.14710/vol15iss3pp402-413 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 402-413 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/72835/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/19095 2018-12-26T00:47:38Z jsinbis:RAC

Sistem Informasi Stok Gudang Koperasi Menggunakan Supply Chain Management Khusna, Arfiani Nur Nugraha, Fahmi Ardhi Supply Chain Management; ABC Pareto; Economy Order Quantity. The cooperative is faced with the problem of how to keep the availability of goods in the warehouse sufficient, not experiencing upperstock or understock in the stock inventory system. The Supply Chain Management approach can help overcome the problem of availability of goods by integrating suppliers efficiently. The study aims to produce information about the stock of goods and the number of orders for the next period so that it can make a suitable budget plan. Collecting data is the first step and then designing the pattern of supply chain management flow, supply chain management strategies include the use of pareto ABC classification to give priority to supervision of inventory and determination of purchase points by calculating Economy Order Quantity (EOQ), process flow, implementation and testing. The system produces goods stock information that is able to provide accurate information about the remaining stock of goods in the warehouse along with calculation calculations for the purchase of each item at an economical price and amount, for the determination of product reorder time (Reorder Point), the average product lead time is 2 days, the usage rate per day for rice is 0.34 and the safety stock of rice is 20 sacks so that if the rice has reached the 3 point sack then the cooperative must re-order. The test results using usability test showed that 66.66% of the questions were able to be answered by the respondents and the test results between 65-84% were declared good so that the application was feasible and usable. Diponegoro University 2018-10-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19095 10.21456/vol8iss2pp203-210 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 203-210 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19095/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/53236 2024-04-18T20:20:38Z jsinbis:RAC

Integrasi Technology Readiness dan Technology Acceptance Model Terhadap Kesiapan Pengguna Enterprise Resource Planning (ERP) pada Industri Pengolahan Kelapa Organik Afiana, Fiby Nur Rifai, Zanuar Frilisia, Willy Ardo Enterprise Resource Planning; ODOO; TRAM The manufacturing engineering technology that is widely used to integrate activities, financial management, production, and projects into human resource management is Enterprise Resource Planning. One of them is Odoo which is utilized by an organic coconut processing company in Banyumas Regency. Investment in technology often raises pros and cons in a company, where technology investment cannot immediately provide benefits. So the attitude of Human Resources and the level of user readiness for the Adoo application really needs to be studied. The TRAM (Technology Readiness and Acceptance and Odel) method is a combination of the concepts of the Technology Readiness and Technology Acceptance Model, used to determine the effect of user readiness on technology acceptance in a company with the addition of one variable, namely perceived enjoyment. The results obtained by the five hypotheses are stated to have a positive and significant effect, while the two hypotheses are stated to have a negative and insignificant effect. Technology Readiness has a positive and significant effect on Perceived Usefulness, Perceived Ease of Use, Perceived Enjoyment, and Intention to use Odoo while Perceived Usefulness and Perceived Ease of Use have a negative and insignificant effect on Intention to use Odoo. Perceived Enjoyment has a positive and significant effect on the Intention to use Odoo and is a factor that quite influences the readiness and acceptance of new technology. The results of the research can be used by companies to weigh and decide how the company is going towards technology. Considering that the cost of adopting technology is sufficient and significant, it cannot immediately provide benefits to the company, but the benefits can be felt several years later. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53236 10.21456/vol14iss2pp100-110 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 100-110 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53236/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/24258 2020-04-17T08:12:47Z jsinbis:RAC

Implementasi Kansei Engineering pada Aplikasi E-learning Untuk Sekolah Menengah Kejuruan Megasyah, Yoga Design; Application; E-learning; Kansei Engineering; Kansei Word E-learning is the basis and logical consequence of the development of information and communication technology. With E-learning, teaching and learning methods in schools that use technology through electronic media such as computers, laptops, netbooks, or smartphones with internet networks or others. This study uses Kansei Word to detect the feelings of users of E-learning applications. The Kansei Word list is used as many 15 words related to the appearance of the E-learning application. E-learning application specimens used 8 specimens. This study involved 80 participants consisting of 40 students from SMK PGRI 3 Cimahi, 40 students from SMK 4 Padalarang. The questionnaire results from participants were then processed using multivariate statistical analysis, namely Cronbach's Alpha, Coefficient Correlation Analysis (CCA), Principal Component Analysis (PCA), Factor Analysis (FA) and Partial Least Square (PLS) analysis. This study produced 3 recommendations for the design of E-learning application. This recommendation is the result of the Kansei Engineering process which comes from 3 groups of participant data, namely groups of data of all participants, participants of SMK PGRI 3 Cimahi students and participants of SMK 4 Padalarang students. Diponegoro University 2019-11-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24258 10.21456/vol9iss2pp165-176 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 165-176 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24258/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/24258/4254 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/65744 2024-08-07T01:29:42Z jsinbis:EDT

Preface JSINBIS 14 (3) 2024 Mustafid, Prof Preface JSINBIS 14 (3) 2024 Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65744 10.21456/vol14iss3ppvi Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; vi 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65744/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9915 2017-08-30T17:14:33Z jsinbis:RAC

Implementasi Metode Promethee Dan Borda Dalam Sistem Pendukung Keputusan Pemilihan Lokasi Pembukaan Cabang Baru Bank Apriliani, Dyah Adi, Kusworo Gernowo, Rachmat Decision Support Systems, Choice of location of the bank, PROMETHEE, Borda The selection of a new branch bank location is crucial to the success of the bank in the future. The object of this research is BMT Muamalat. PROMETHEE method is used to manage individual decision of each decision makers, while Borda method is used to manage group decisions of PROMETHEE method in ranking the results. The use of these two methods is one solution to produce a more objective group decision. Ranked of alternative location have appropriated with the opening rules of the new branches of BMT Muamalat. As for the variables in this study are criminality, facilities and infrastructures, per capita income, economic growth, population, and the number of competitors around the alternative location of a new branch. The results of this research is Banyuputih as the best alternative location.   Diponegoro University 2015-10-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9915 10.21456/vol5iss2pp145-150 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 145-150 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9915/pdf

oai:ojs.ejournal.undip.ac.id:article/33732 2020-12-29T22:45:40Z jsinbis:RAC

Evaluasi Performa Support Vector Machine Classifier Terhadap Penyakit Mental Furqan, Mhd Kurniawan, Rakhmat HP, Kiki Iranda Autism; Bipolar; Classification; Schizophrenia; Support Vector Machine Expression of genes found in the brains of autism, bipolar, and schizophrenia patients identified as overlapping. The overlap is a state in which the values of genes are similar. This paper aims to determine the best performance of support vector machines algorithm in classifying autism, bipolar, and schizophrenia based on the expression of genes using genome-wide association studies data. Using three support vector machine kernels, this study evaluates the performance of gaussian, laplacian, and sigmoid for genome-wide association studies datasets. The datasets were obtained from Psychiatric Genomics Consortium publications, where 660 data were taken with each disorder consisting of 220 data. This study proposes an optimal kernel for one-against-one and one-against-all multiclass support vector machine, and the performance is evaluated using accuracy. The study results show that the Gaussian kernel has the best accuracy performance compared to other support vector machines kernels in classifying genome-wide association studies data of autism, bipolar, and schizophrenia as early diagnosis. Diponegoro University 2020-12-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33732 10.21456/vol10iss2pp203-210 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 203-210 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33732/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/33732/7166 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6057 2016-04-06T06:28:07Z jsinbis:RAC

Performance Dashboard pada Rumah Sakit Islam Sungkar, Irfan Ismail Mustafid, Mustafid Widiyanto, Ibnu Dashboard  sebagai  sarana  visualisasi  sederhana  tentang  indikator,  indikator  inilah  yang  diukur  kedalam  sebuah  satuan  yang  di visualisasikan dalam bentuk gambar dan angka. Dalam pembangunan aplikasi  performance  dashboard pada RSUI Harapan Anda Tegal akan  di  kaji  berdasarkan  KPI  (Key  Performance  Indicator)  menurut  pengukuran  kinerja  Balanced  Scorecard  yang  dikembangkan menjadi beberapa perspektif diantaranya Perspektif Keuangan, Perspektif Pelanggan, Perspekif Mutu Proses, Perspektif Lingkungan dan Perspekif Pengembangan SDM. Dengan adanya  performance dashboard  yang dtujukan kepada  strategic level  maka dapat  membantu dalam  pengambilan  keputusan  dengan  ditampilkan  indikator-indikator  tersebut  dalam  warna  merah,  kuning,  hijau.  Dengan  indikator tersebut maka level strategic dapat mengambil keputusan yang berkaitan dengan inisiatif strategi.Kata kunci : Dashboad; KPI; Business Intelegent; Balanced Scorecard Diponegoro University 2011-12-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19 10.21456/vol1iss3pp123-128 Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011; 123-128 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/19/273

oai:ojs.ejournal.undip.ac.id:article/71810 2025-07-07T19:24:14Z jsinbis:RAC

Identification of Grouper Fish Types using Convolutional Neural Network Resnet-50 Algorithm Nuraini, Rini Syafei, Wahyul Amien Wibowo, Adi Jaya, Indra Grouper Fish; CNN Resnet-50; Epoch Value; Image Classification; Deep Learning Grouper is a type of fish that is popular with the public. It is necessary to identify the type of grouper fish based on color patterns with increase the epoch value to get the best accuracy. The purpose of the research is to predict the type of grouper. This research use CNN Resnet-50 algorithm. 30 data used. The accuracy of prediction is 75 % to predict the image groupers. In the grouper prediction process, the more we increase the epoch value, we will get the best accuracy value. Epoch is a factor that affects the time of training an AI model and affects the accuracy value of the AI model. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71810 10.14710/vol15iss2pp173-178 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 173-178 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71810/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/14669 2020-04-17T08:08:35Z jsinbis:RAC

Implementasi Simple Additive Weighting Untuk Monitoring Aktivitas Perkuliahan Dengan Menggunakan Radio Frequency Identification Darmawan, Ashari Simple Additive Weighting; Radio Frequency Identification; Learning; Monitoring Systems tection Monitoring of learning activities has a very important role to improve the quality of education in University. The research  aims to develop a monitoring system of learning activities in real time by using simple additive weighting and radio frequency identification technology.A simple additive weighting method is used to determine the weighting of each criterion involved in the system, while radio frequency identification technology is used electronically to identify and store learning activity information. Monitoring system built using learning activities data in the room and lecturer activities using radio frequency identification tag in real time. The results of the system include the recording of monitoring data of lecturing activities that produce lecturer attendance reports on each class in real  time, thus making efficient the time, effort and cost. The system also produces a ranking of lecturer discipline on each of the criteria that gives the difference of outcomes among the consistent lecturers present on schedule with inconsistent lecturers present on schedule. The results of monitoring of lecture activities can be used for university leaders as a decision-making material quickly based on actual data in real time to improve the quality of the learning process. Diponegoro University 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14669 10.21456/vol7iss1pp48-58 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 48-58 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14669/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/45920 2023-03-01T18:43:29Z jsinbis:RAC

Kombinasi Analytical Hierarchy Process, C4.5, dan Particle Swarm Optimization pada Klasifikasi Pegawai Nugroho, Dafiz Adi Widodo, Catur Edi Gernowo, Rahmat Data Mining; Classification; AHP; C4.5; PSO. Decision Tree C4.5 is widely implemented in various research fields in determining classification, but there are still weaknesses in Decision Tree C4.5, one of which is that it cannot rank each alternative. In this study, to overcome the weakness of Decision Tree C4.5, a combination of Analytical Hierarchy Process (AHP) methods, Decision Tree C4.5, and Particle Swarm Optimization (PSO) methods is proposed in the case study of employee classification for promotion recommendations. The research begins by determining the criteria and weighting criteria from the interview results which are then processed with AHP to produce employee ratings and eligibility labels for the classification process. The classification process uses the Decision Tree C4.5 method which is optimized with the PSO algorithm so as to produce employee eligibility data for promotions. The results of the combined research of AHP, Decision Tree C4.5, and PSO methods show that AHP can produce employee ratings based on performance and potential criteria, and Decision Tree C4.5 classification and optimization with PSO have better accuracy results, namely 95.80% compared to Decision Tree C4.5 method without PSO optimization is 93.40%. Based on the results of the ranking and classification of this research can be used as a basis for promotion of employees. Diponegoro University 2022-12-08 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45920 10.21456/vol12iss2pp81-88 Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022; 81-88 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45920/pdf Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6050 2016-04-06T06:25:42Z jsinbis:RAC

Sistem Informasi Geografis Berbasis Web untuk Pemetaan Sebaran Alumni Menggunakan Metode K-Means Handoko, Slamet Sediono, Eko Suhartono, Suhartono The  graduates  of  State  Polytechnic  of  Semarang  are  not  only  the  member  of  social  community  but  also part  of  State Polytechnic  of Semarang  community  who  have  academic  knowledge  and  special  skills.  Based  on  the  researcher  observation  the  graduates  of  State Polytechnic  of  Semarang  are  not  recorded,  the  management  of  State  Polytechnic  of  Semarang  has  not  provided  a  system  that  can facilitate  the  interaction  between  State  Polytechnic  of  Semarang  and  graduates.  In  this  thesis,  the  system  for  mapping  the  graduates distribution is aimed to measure the level of the  graduates  compliance skill with the competence area of their job. The method of KMeans Clustering is used for grouping the distribution of State Polytechnic of Semarang graduates. Grouping or clustering mechanism in this system is based on four variables. They are  type of company, job classification, working area, and competency of study program. While  the geographical position of graduates is used to filter the data when the users are searching the graduates location in a ce rtain province.  In  this  research  the  cluster  is  divided  into  three,  they  are,  cluster  one:  graduates  have  matching  competence,  cluster  two: graduates have matching enough competence, and cluster three: graduates have no matching competence.Keywords: Clustering;  GIS ;  K-Means Diponegoro University 2011-07-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6050 10.14710/interaksi.%v.%i.145-152 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 80-85 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6050/Slamet%20Handoko https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/6050/266

oai:ojs.ejournal.undip.ac.id:article/75669 2025-07-07T19:24:15Z jsinbis:EDT

Preface JSINBIS_15 (2) 2025 JSinbis, Editorial - Diponegoro University 2025-07-08 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/75669 10.14710/vol15iss2pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/75669/28818 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/19733 2018-12-26T00:47:38Z jsinbis:RAC

Pengukuran Penerimaan Sistem Informasi EWSKIA Berdasarkan Persepsi Pengguna dengan Menggunakan Technology Acceptance Model Widodo, Aris Puji Agushybana, Farid Jati, Sutopo Patria Quantitative; EWSKIA; TAM; Acceptance; Ease of Use. This study is a quantitative research that has a goal to measure the level of user acceptance of EWSKIA information system based on perception. EWSKIA is a healthcare application tool used to perform the process of recording and monitoring the health conditions of pregnant and childbirth mothers. The model used in this research is using Technology Acceptance Model (TAM) model with 3 variables, namely Perceived Ease of Use (PEOU), Perceived Usefulness (PU), and Behavioral Intention to Use (BITU). This variable consists of independent variables namely PEOU and PU, and the dependent variable is BITU. The respondents were 145 midwives from Grobogan District, Temanggung Regency and Salatiga City. Data analysis to conduct causal relationships between variables using Partial Least Square (PLS). The results of this study statistically show that the 3 hypotheses of H1, H2, and H3 adopted from the TAM model have a positive and significant influence. This is indicated by the value of the regression coefficient is positive and the coefficient of P value is less than 0.005 Diponegoro University 2018-10-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19733 10.21456/vol8iss2pp166-173 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 166-173 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19733/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/50712 2023-12-31T10:13:04Z jsinbis:RAC

Analisa Kinerja Individu Berdasarkan Kepuasan Penggunaan E-Government di Indonesia (Studi Kasus DIKUPASI Diskopukmperindag Kota Mojokerto) Abdullah, Muhammad Hafidz, Mohammad Al Supriyanto, Heri Prasetya, Muhammad Septama Nurhadi, Mochamad Karyawan, Mochammad Anang DIKUPASI; Usability; Satisfaction; Performance Improvement. This study aims to determine the perceived usefulness of users of the DIKUPASI application at Diskopukmperindag in Mojokerto City by using the Usability model approach with 4 variables, namely Learnability, Flexibility, Effectiveness, and Attitude, and to analyze this usefulness on application user satisfaction and performance improvement. DIKUPASI is an institutional application that functions to monitor and update data on UKM in Mojokerto City. The research was conducted on surveyors in the City of Mojokerto using a sampling technique of 42 surveyors spread across the City of Mojokerto. The collection of research data was carried out by distributing questionnaires. Data processing is done with the SmartPLS application. The data processing that has been done shows that there are 2 hypotheses H4 and H5 obtained from the Usability model which have a significant and positive influence. Based on the results of hypothesis testing, the perception of satisfaction with the DIKUPASI application is positively and significantly influenced by user attitudes. Perceived performance improvement for DIKUPASI application users is significantly influenced positively by user satisfaction. Participation in research on the Department of Cooperatives, Small and Medium Enterprises, Industry and Trade in Mojokerto City which adopted the DIKUPASI application is necessary to pay attention to the perceptions of user attitudes so that users feel satisfied in using the application and can improve user performance. The perception of satisfaction can be created through encouragement of surveyors' willingness and how the DIKUPASI application has benefits that can help surveyors' work. Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50712 10.21456/vol14iss1pp29-37 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 29-37 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50712/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/50712/12249 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9864 2016-01-02T04:06:02Z jsinbis:RAC

Sistem Pendukung Keputusan Penilaian Proposal Kegiatan PNPM MPd Menggunakan Metode Profile Matching dan Analytic Hierarchy Process (AHP) Mufid, Ahmad Assessment of PNPM-MPd’s proposal not run quickly and objectively. The purpose of this research is to create software to help the verification team in conducting an objective assessment of the proposals using the profile matching method and the analytic hierarchy process (AHP). Profile matching method is used to provide an assessment, determination of the gap, and the weighting criteria. While the AHP method is used to calculate the pairwise comparison matrices, eigenvalues​​, priorities, maximum eigenvalues​​, consistency index (CI) and consistency ratio (CR). CR values ​​are used to determine the order in which proposals will be funded by BLM. The final result of this research is decision support system software for assessment of PNPM-MPd’s proposal that can determine the rank of the highest value to lowest. Keywords : Assessment; Profile matching; Analytic Hierarchy Process (AHP) Diponegoro University 2014-04-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9864 10.21456/vol4iss1pp40-47 Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014; 40-47 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9864/Ahmad%20Mufid

oai:ojs.ejournal.undip.ac.id:article/61596 2024-08-07T01:29:42Z jsinbis:RAC

Model Perencanaan Tata Ruang Wilayah menggunakan Spatial Temporal Autocorrelation (Studi Kasus: Kabupaten Jayawijaya) Kogoya, Waiki Elkius Prasetyo, Sri Yulianto Sulistyo, Wiwin Jayawijaya, RTRW, change in land tenure status, spatial pattern Jayawijaya Regency faces various challenges in the use of land tenure status in urban planning areas (RTRW). This study focuses on the RTRW Spatial Pattern Plan in Wamena Urban on changes in land tenure with a spatial temporal autocorrelation (STA) approach. The results showed that there were two spatial patterns formed in the Wamena Urban Area, namely cluster patterns and dispersed patterns. Cluster patterns are formed in airports, urban areas, flat woodland agriculture, local protection/LIPI plantations, and river boundaries. Dispersed patterns are formed in community plantations and scrubs, rural settlements, wetland agriculture, slope dryland agriculture, and mining. The results of the analysis showed that cluster patterns in the Airport, Urban, Flat Dryland Agriculture, Local Protection/LIPI Plantations, and River Border areas showed significant changes in land tenure status. Climate change, infrastructure development, and population growth are some of the factors causing these changes. Meanwhile, dispersed patterns in community plantations/shrubs, rural settlements, wetland agriculture, slope dryland agriculture, and mining showed no significant change in land tenure status. This is due to factors such as conflicts over customary rights to land ownership. This study provides an overview of spatial patterns of changes in land tenure status in the Wamena Urban Area. The results of this research can be used as a basis for the formulation of land management policies and strategies in the region. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/61596 10.21456/vol14iss3pp237-246 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 237-246 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/61596/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/61596/15656 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/6978 2017-03-03T13:31:18Z jsinbis:RAC

Sistem Pendukung Keputusan Untuk Mengevaluasi Internal Program Studi Padiku, Indhitya Rahman Widodo, Achmad Decision Support System; NBC; Study Program Evaluation The development of major and study program cannot be separated by some internal factors weather directly influenced number of new registration students or indirectly. It needs a method to both know and to analyze internal evaluation variables in major or study program. Naive Bayes Clasifier (NBC) method is the simple form of Bayesian network that assume all features are independent each other. NBC shows us a great performance entirely in accuracy and error level classification. NBC is able to differentiate irrelevance attribute and also classified some attributes in prediction needs. This research hopefully can be useful for major internal evaluating and study program in order to increase the number of new registration students. The classification by influenced of variables to evaluate the condition of both major and study program for the new registration students. Diponegoro University / 2015-03-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6978 10.21456/vol5iss1pp40-46 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 40-46 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6978/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/6978/423

oai:ojs.ejournal.undip.ac.id:article/28411 2020-08-23T12:40:30Z jsinbis:RAC

Ekstraksi Informasi Semantik dan Spatiotemporal pada Artikel Online Terkait Bencana di Indonesia Tantri, Ashr Hafiizh Rakhmawati, Nur Aini Indonesia; Information Extraction; Natural Disaster; Online News Article; Semantic Indonesia is one country that has a high risk of natural disasters. Ranked in 36 out of 172 countries in disaster index and having 2,372 disaster incidents in 2017, actions need to be taken to minimize the impact of natural disasters. One of it is to do a hazard map modeling. In making hazard maps, several approaches can be used, one of which is the semantic approach to extract disaster information. Therefore, this study aims to develop a system that can be used to extract spatiotemporal and semantic information related to natural disasters in Indonesia. This study uses the NLP method in conducting the information extraction process and  carried out using the GATE (General Architecture for Text Engineering) application. In processing Indonesian language articles, it is necessary to develop the plugin because the Indonesian information structure is different from the default information structure in GATE application. The plugin development process is done by using ontology as the basis for determining semantic information. Literature study was carried out related to government regulations that further explained the need for semantic and spatiotemporal information about disaster events. system performance developed produces a precision value of 38% and a recall value of 32%. this is because the system experiences some difficulties in carrying out the information inference process. The reason for low precision rate is because the rules used in the inference process to pair the three types of information still cannot accommodate the variation of information positions in different sentences. Diponegoro University 2020-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28411 10.21456/vol10iss1pp114-121 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 114-121 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28411/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/32091 2020-12-31T03:30:19Z jsinbis:RAC

Faktor Adopsi E-Marketing dan Pengaruhnya Terhadap Kinerja Pemasaran UKM Kuliner Kota Bogor Priyanto, Hery Najib, Mukhamad Septiani, Stevia Adoption; E-marketing; Performance; SMEs; Structural Equation Modelling (SEM) The SMEs business is growing rapidly in Bogor City, especially culinary cluster SMEs. Tight competition in the industrial era 4.0 made the culinary cluster SMEs in Bogor City begin to implement a new marketing strategy via internet called e-marketing in order to achieve business growth. The purpose of this study are identify the type of e-marketing most commonly used by culinary cluster SMEs in Bogor City, analyze factors that influence e-marketing adoption by culinary cluster SMES in Bogor City, and analyze the effect of e-marketing adoption on marketing performance SMES of culinary cluster in Bogor City. The method used non-probability sampling with purposive sampling technique, the sample consist of 100 culinary cluster SMEs in Bogor City. The data obtained were processed using Structural Equation Modeling (SEM) with Partial Least Square u approach and using the Smart-PLS 3.0 program. The results of this study indicated social media marketing is the type of e-marketing that is most widely used by culinary cluster SMEs in Bogor City. Relative advantage, top management support, employee capability, competitive environment, and customer pressure were factors that positively and significantly influence the decision to adopt  e-marketing of Bogor City culinary cluster SMEs. E-marketing adoption had positive and significant effect on marketing performance of culinary cluster SMEs in Bogor City. Diponegoro University 2020-12-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32091 10.21456/vol10iss2pp235-244 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 235-244 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32091/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/32091/7231 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/68674 2025-06-12T07:30:50Z jsinbis:RVA

Komparasi COBIT 2019 dan ISO 27001 Terhadap Audit ISO 21001 untuk Akurasi Rekomendasi Audit SI/TI Pendidikan Anggraeni, Retno Setya Rochim, Adian Fatchur Widodo, Aris Puji COBIT 2019; ISO 27001; ISO 21001; SmartPLS; Ex Post Facto ISO 21001 refers to the standardization of educational organization management and is an international standard, making it mandatory to be implemented in higher education institutions. Along with this, the rapid development of Information Systems and Information Technology (IS/IT) today has changed the paradigm of education and provided a new perspective that IS/IT support not only aids the learning process but also various other areas in higher education. Standardization focusing on this field includes IT Governance (ITG) COBIT 2019 and ISO 27001. Therefore, the researcher conducted a study to analyze which tools are most correlated with the implementation of ISO 21001, so that the findings of this research can provide recommendations that can serve as a basis for policy in selecting the appropriate standardization tools. The research method used is ex post facto. The analysis was conducted using SmartPLS. The researcher designed a questionnaire instrument to be distributed to the population of the Department of Computer Engineering and Informatics Engineering, UNDIP Semarang. The results of the questionnaire will then be tested for validity and reliability, followed by a correlation test while considering the T-Value. Based on the analysis results, it was concluded that both COBIT 2019 and ISO 27001 have an influence on ISO 21001. The influence of COBIT 2019 on ISO 21001 is significant, with a path coefficient and p-value of 0.000, while the influence of ISO 27001 shows a p-value of only 0.091. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/68674 10.14710/vol15iss1pp142-151 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 142-151 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/68674/pdf_1 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12751 2017-09-19T02:49:40Z jsinbis:RAC

Metode Simulated Annealing untuk Optimasi Penjadwalan Perkuliahan Perguruan Tinggi Sari, Wiktasari Suseno, Jatmiko Endro Scheduling; Timetabling; Simulated annealing; Heuristic; Objective function; Constraint Course scheduling an assignment of courses and lecturers in the available time slots involving certain restrictions. Simulated annealing is a heuristic method can be used as search method and provide acceptable solutions with good results. The research aims to make scheduling courses at the college using simulated annealing using five variables data that lecturer courses, the time slot is comprised of the day and the time period and class room. The research has two objective functions to be generated, the first is the assignment of a lecturer on courses that will be of teaching, second lecturers and their assignment course on the time slot and the room available. The objective function is calculated by taking into account the restrictions involved to produce the optimal solution. The validation is performed by testing to simulated annealing method with an varian average of 77.791% of the data variance can reach a solution with a standard deviation of 3.931509. In this research given the method of solution in the use of the remaining search space to be reused by the data that is unallocated. Diponegoro University 2016-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12751 10.21456/vol6iss2pp133-143 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 133-143 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12751/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/12751/1274 Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/38417 2022-10-20T08:18:06Z jsinbis:RAC

Sistem Absensi Karyawan Secara Realtime Berbasis Fingerprint Menggunakan Metode Rapid Application Development Nurtjahjani, Fullchis Pribadi, Joni Dwi Batubulan, Kadek Suarjuna Shoumi, Milyun Ni’ma Attendance System; Overtime Calculation; Fingerprint; RAD The role of human resources (employees) in the company is very important because it functions as the main driver of all activities of the company in achieving its goals. One of the things that can affect employee performance is the number of wages given by the company. The number of wages given by the company to employees can be determined, one of which is through the presence of employees in one month. Therefore, employee attendance data is something that is very important for a company. However, some companies still recap attendance, calculate overtime hours, and make employee attendance reports manually. This work is certainly less effective because it requires a lot of time and effort, where the results are not necessarily accurate, so there is often unrest, dissatisfaction and injustice in the provision of employee wages. Therefore, we need a system that can recapitulate employee attendance hours automatically. This study aims to build an attendance system and calculate employee overtime hours in real time based on employee attendance through fingerprints, as well as conduct trials and evaluations of the attendance system created. The process of managing employee attendance data can be done through a website-based information system by implementing the Rapid Application Development (RAD) method. The attendance information system has been developed to be implemented at PT. Sriwijaya Delapan Tujuh Malang, and based on the results of testing through a questionnaire, the system is easy to use and can help the process of providing employee wages through the results of a recap of attendance and overtime every day. Diponegoro University 2022-05-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/38417 10.21456/vol12iss1pp1-9 Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022; 1-9 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/38417/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/38417/8366 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6120 2016-04-06T06:35:57Z jsinbis:RAC

Aplikasi Sistem Pakar untuk Diagnosa Penyakit Hipertiroid dengan Metode Inferensi Fuzzy Mamdani Kamsyakawuni, Ahmad Gernowo, Rachmad Sarwoko, Eko Adi Medical  diagnosis  is  a  complex  issue  that  is  influenced  by  various  factors  and  settlement  involving  all  the  capabilities  of  experts, including expert intuition owned. Diagnosis of thyroid disease is difficult,  because the symptoms of thyroid disease can vary greatly, depending  on  the  ups  and  downs  of  thyroid  hormones.  This  study  applies  an  expert  system  for  diagnosis  of  hyperthyroidism  using Mamdani fuzzy inference methods. Expert system expertise needed to gain knowledge from the experts in resolving hyperthyroidism diagnosis  while  Mamdani  fuzzy  inference  is  used  for  the  processing  of  knowledge  in  order  to  obtain  the  consequence  or  conclusion which is the result of diagnosis. The process ofMamdani fuzzy inference in this study began with the formation of fuzzy set continued with the application process implications functions, then the composition rule and ending with defuzzyfication process. An expert system for the diagnosis of hyperthyroidism that has been applied with a symptom score of the input data, the results of the blood t ests TSHs level and FT4 levels, output data in the form of diagnosis, the diagnosis has been successfully  for tested the input data, with an accuracy of 95.45%.Keywords: Expert systems; Fuzzy inference Mamdani; Hyperthyroidism Diponegoro University 2012-06-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34 10.21456/vol2iss2pp058-066 Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012; 058-066 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/34/301

oai:ojs.ejournal.undip.ac.id:article/71834 2026-05-11T08:27:48Z jsinbis:RAC

Contribution of User-Generated Content to Support the Promotion of Pura Mangkunegaran on Digital Platforms Mardhiyani, Nur Laili Febriyani, Arifa Rachma Raihany, Mirtha Noviyani, Nur Laili Muntakhib, Ahmad User-Generated Content (UGC); Digital Tourism Promotion; Pura Mangkunegaran; Social Media Analysis; Sentiment Analysis This article explains how the role of social media users is part of the development of Pura Mangkunegaran tourism in the form of support through digital platforms. The research method used is descriptive quantitative which includes stages of data collection, data analysis, and data interpretation. Data was taken from respondents who had engagement with Pura Mangkunegaran content which was linked to sentiment analysis and social networks using social media analysis tools based on certain keywords related to Mangkunegaran. The research results show that User Generated Content (UGC) has an important role in supporting Pura Mangkunegaran tourism promotion. Influencers play an important role in spreading Pura Mangkunegaran content, so that content is not only intended for followers, but also for everyone. The more content is created and distributed, the more visible the contribution of UGC will be. Positive sentiment dominates the discussion context on social networks and negative sentiment keywords that appear are not related to tourism. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71834 10.14710/vol15iss3pp429-434 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 429-434 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71834/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/16418 2018-05-30T22:44:35Z jsinbis:RAC

Sistem Auto Recommendation Objek Wisata Menggunakan Metode SAW Murti, Alif Catur Chamid, Ahmad Abdul Tourist attraction; Promotion media; Auto recommendation; Simple additive weighting The tourism sector is a complex multidimensional sector, which has an influence over the interrelation of other sectors in tourism activities and now the tourism sector is concerned by the government. Every tourist who will visit the tourist sites must have some consideration. The fact that today is happening is a lot of tourists who are disappointed because the destination is not in accordance with what they want. Seeing that the media campaign that is currently done is still not efficient, so Auto Recommendation System is needed which is capable to do visualized in digital mapping, and the system built can show the automatic recommendation of tourist destinations in accordance with the wishes of tourists. Auto Recommendation System is a system that implements Simple Additive Weighting (SAW) method. The results of this research factors other than the value of weight given by tourists, is the value factor owned by each alternative for each criteria, because the higher the value owned by the higher the higher the value of the final ranking obtained by the alternative. The end result of the SAW method is in the form of alternative ranking of existing tourism objects. Based on the results of these rankings the system also produces output in the form of location maps along with detailed information of the tourism object. Religious tourism Sunan Kudus and Sunan Muria became the recommended tourist attraction with first and second priority. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16418 10.21456/vol8iss1pp9-16 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 9-16 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16418/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/53127 2023-11-13T20:38:31Z jsinbis:RAC

Analisis Sentimen Terhadap Pengaruh Minat Belanja Berdasarkan Komentar di Marketplace Menggunakan Metode Recurrent Neural Network (RNN) Lasatira, Gerry Santos Hartomo, Kristoko Dwi Sembiring, Irwan RNN Method, Comment Data, Marketplace, GRU/LSTM, Wordcloud Product reviews on the marketplace can provide useful information if they are properly processed. Product review analysis can be performed by merchants to obtain information that can be used to evaluate products and services. It is not enough to look at the number of stars in product review analysis activities; it is also necessary to look at the entire contents of the review comments to determine the intent of the review. This can be done manually in small quantities, but in large quantities, the system is more efficient. In order to understand the intent of the reviews, a system that can effectively analyze many reviews is required. Using the Recurrent Neural Network (RNN) method, this study aims to analyze sentiment on the influence of shopping interest based on comments in the marketplace. The RNN model is trained to recognize positive and negative sentiments using data from the marketplace. The sentiment analysis results will be used to assess the impact on user shopping interest in the marketplace. Sentiment analysis was performed in this study using the RNN method in the GRU/LSTM training model with epochs. The researcher determined the epoch to achieve high accuracy. The data used for model training and testing is separated into training and testing data before it is used. A comparison of 80% of training data and 20% of test data is used to split data. This study uses a training model with 77 epochs and a batch size of 128 to create a system that automatically calculates comment sentiment in the marketplace with a 100% accuracy value and determines positive and negative sentiments. Diponegoro University 2023-10-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53127 10.21456/vol13iss2pp112-119 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 112-119 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53127/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/53127/13054 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9722 2016-04-06T06:41:30Z jsinbis:RAC

Prediksi Harga Saham Harian Menggunakan Jaringan Syaraf Tiruan (JST) Dengan Algoritma Propagasi Balik Purwanto, Purwanto Adi, Kusworo Prediksi harga saham berguna bagi investor untuk memahami bagaimana investasi masuk dalam suatu organisasi di masa depan. Prediksi dapat mengantisipasi fluktuasi harga saham dan juga dapat membantu investor untuk membuat keputusan. Jaringan Syaraf Tiruan (JST) menyediakan cara yang cepat dan fleksibel untuk memprediksi harga saham, dan menunjukkan hasil yang baik dibandingkan dengan metode konvensional. Algoritma yang digunakan untuk prediksi saham adalah backpropagation dengan model data time series. Algoritma ini merupakan metode pelatihan terawasi yang berfungsi untuk meminimalkan error pada output yang dihasilkan oleh jaringan. Hasil penelitian ini menunjukkan bahwa hasil optimal yang diperoleh dari Jaringan Syaraf Tiruan adalah menggunakan kombinasi fungsi aktivasi Logsig-Purelin, dengan tingkat nilai Mean Absolute Percentage Error (MAPE) adalah 2.43% dan nilai koefesien korelasinya adalah  94.08%, sehingga algoritma ini layak dan efektif untuk prediksi harga saham.   Kata kunci : Jaringan Syaraf Tiruan, Backpropagation, Peramalan, Harga Saham, Time Series Diponegoro University 2013-12-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9722 10.21456/vol3iss3pp Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013 2502-2377 2088-3587 en

oai:ojs.ejournal.undip.ac.id:article/22375 2020-04-17T08:11:28Z jsinbis:RAC

Penggunaan Analytical Hierarchy Process (AHP) Untuk Pemilihan Supplier Bahan Baku Khairun Nisa, Addien Agustina Subiyanto, Subiyanto Sukamta, Sri Decision Support System; Supplier Selection; Analytical Hierarchy Process (AHP) The purpose of this paper is to present a decision support system supplier selection of food industry raw materials especially cake and bakery, by using new technology that is famous for its robustness that is Analytical Hierarchy Process (AHP). The importance of this research is to find a new varian of the AHP application, therefore increase scientific literature related the method especially for cake and bakery industrial. Furthemore, to provide a reference of selecting raw materials supplier methods in the industry. The model starts by identifying the main criteria (quality, price, delivery, and service) using the main criteria ranking based on the opinions of experts using AHP. The second stage is identifying the sub criteria (materials supplied halal and equipped with halal certificates, sample tests and physical observations, price of goods, maximum and continuous capacity and supply capacity, discount price levels and certain purchases, the existence of supplier offices and cooperation and reference commitments) and their ranking based on the main criteria. The results of this study indicate that the Analytical Hierarchy Process (AHP) method can produce a decision support system that the right results according to field data at Virgin Cake and Bakery. The results of this study indicate that overall the best supplier to be chosen by the company to be use as a long-term co-worker is supplier A because overall this supplier has the highest value compared to the other three suppliers. Diponegoro University Virgin Cake and Bakery 2019-06-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22375 10.21456/vol9iss1pp86-93 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 86-93 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22375/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59586 2024-04-18T20:20:38Z jsinbis:RAC

Classification of SWOT Statements Employing BERT Pre-Trained Model Embedding Thamrin, Husni Oktafiani, Dewi Rasyid, Ibrahim Ihsan Fauzi, Irfan Miftahul SWOT analysis; strategic planning; classification; deep learning; model embeddings; SWOT analysis is a highly effective method for organizations to develop strategic planning and gain widespread adoption by various institutions, industries, and businesses. The importance of SWOT analysis lies in its ability to provide a comprehensive assessment of an organization's internal and external factors. Despite its advantages, there are several challenges in its implementation, such as the challenge to identify the four elements of SWOT and to put statements into their correct position as strength, weakness, opportunity, or threat. This study aims to determine the best SWOT statement classification from a combination of using BERT models as feature extraction technique and compare it with traditional method of TF-IDF. The SWOT statement is input to the model to get a vector as a sentence representation. More similar vector representations indicate the closer meaning of the sentences. The similarity is the basis for the classifier to determine whether a sentence falls into the domain S, W, O, or T. We examined two classification algorithms, namely Support Vector Machine (SVM) and Naïve Bayes Classifier (NBC). Data consists of 635 SWOT statements from study programs of a higher education institution. Five combinations of feature extraction techniques and classification algorithms were tested. The study finds that SBERT model embedding in conjunction with support vector machine classification yield the best performance with an accuracy of 0.73 and an F1-score of 0.738. It outperforms the more traditional method of feature extraction of TF-IDF and other combinations using the Naive Bayes Classifier. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59586 10.21456/vol14iss2pp143-152 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 143-152 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59586/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9881 2016-01-03T13:28:33Z jsinbis:RVA

Review: Implementasi Holap Untuk Optimasi Query Sistem Basis Data Terdistribusi Dengan Pendekatan Algoritma Genetik Syaifudin, Rahmad Selo, Selo Hartanto, Rudy Distributed Database is one of database that is under control of the Database Management System (DBMS) was focused on storage devices are separated from one and another. Optimization data query on distributed database system not be separated from data processing methods that used. Then for fast query optimization this database need some required methods that can optimize it. Hybrid online analytical processing (HOLAP) or often to call Hybrid-OLAP is one of technology for optimization query on distributed database. Genetic Algorithm is one of algorithm for heuristic searching was based on the mechanisms of biological evolution. Process of genetic algorithm is combining a selection process, using a crossover operator and mutation to get the best solution. From the reviews about implementation HOLAP with Genetic Algorithm approach was expected being used as a basis research on HOLAP implementation for query optimization on distributed database with genetic algorithm approach. Keywords : Query Optimization; Distributed database; HOLAP; OLAP; Genetetic algorithm. Diponegoro University 2014-12-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9881 10.21456/vol4iss3pp164-171 Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014; 164-171 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9881/Rahmad%20Syaifudin

oai:ojs.ejournal.undip.ac.id:article/26566 2020-08-23T12:40:30Z jsinbis:RAC

Sistem Optimasi Penjadwalan Mesin Produksi Menggunakan Metode GUPTA Berbasis Android Mashuri, Chamdan Mujianto, Ahmad Heru Sucipto, Hadi Arsam, Rinaldo Yudianto Optimization; Scheduling; GUPTA; Information Systems; Android Research has been carried out by developing an optimization information system for scheduling production machines by applying the Android-based GUPTA method. This android-based application is able to optimize production time, because in the android application it implements the GUPTA algorithm which uses the calculation of the comparative processing time on every machine in the company by prioritizing the smallest processing time for scheduling which aims to optimize production scheduling time, by paying attention to the value of makespan to produce product size 12 griddle, size 14 griddle, 16 size griddle, 18 size griddle and 20 size griddle so that an optimal makespan value is obtained. The GUPTA method can be used in problems with more than two machines, because this method combines the time of each process on the first and subsequent machines to find the minimum value and can only be used in pure flow shop scheduling. The advantage of this method is that it determines scheduling only on one machine group. This research resulted in an Android-based application that can schedule products to be produced by machines automatically. From the results of testing with a total of 12 pieces of production in each product with a total of 5 different sizes, the minimum value of makespan is obtained, namely 2054569 minutes with the sequence of product processing with work order 12 griddle, griddle 18, griddle 20, griddle 16, and griddle 14 The accuracy of the application test results shows 98.87% for the first time and 98.84% for the second time when compared with manual calculations. Diponegoro University PDP Rsitek Dikti 2020-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26566 10.21456/vol10iss1pp20-27 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 20-27 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26566/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/26566/5424 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6040 2016-04-06T06:13:06Z jsinbis:RAC

Perbandingan Kinerja Jaringan Saraf Tiruan Model Backpropagation dan General Regression Neural Network Untuk Mengidentifikasi Jenis Daging Sapi Nugroho, Nugroho Sediyono, Eko Suhartono, Suhartono The research on image identification has been conducted to identify the type of beef. The research is aimed to compare the performance of  artificial  neural  network  of  backpropagation  and  general  regression  neural  network  model  in  identifying  the  type  of  meat.  Image management is processed by counting R, G and B value in every meat image, and normalization process is then carried out by obtaining R, G, and B index value which is then converted from RGB model to HSI model to obtain the value of hue, saturation and intensity. The resulting value of image processing will be used as input parameter of training and validation programs. The performance of  G RNN model is more accurate than the backpropagation with accuracy ratio by 51%.Keyword: Identification; Backpropagation; GRNN Diponegoro University 2011-04-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/06 10.21456/vol1iss1pp33-40 Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011; 33-40 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/06/259

oai:ojs.ejournal.undip.ac.id:article/59948 2025-06-12T07:30:50Z jsinbis:RVA

Benefits and Challenges of ERP Implementation in Higher Education Institutions: A Systematic Literature Review Sholeh, Moch. Badrus Samodra, Renita Fauziah Widodo, Aris Puji Systematic Literature Review; Enterprise Resource Planning; Education Institution; Benefit; Challenges. This study aims to identify the benefits and challenges of Enterprise Resource Planning (ERP) implementation in higher education institutions through a Systematic Literature Review (SLR). Based on the analysis of 37 relevant articles, the findings show that ERP implementation provides significant benefits, such as reducing operational costs, increasing efficiency, and enhancing decision-making. However, challenges such as system complexity, resistance to change, and technological infrastructure limitations remain major obstacles. To address these challenges, increased training, coordination, and management support are required, along with adequate budget allocation. The findings of this study are expected to provide higher education management with insights into the importance of thorough planning in ERP implementation to achieve successful outcomes. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59948 10.14710/vol15iss1pp21-33 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 21-33 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59948/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/59948/18061 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/11239 2017-03-03T03:47:31Z jsinbis:RAC

Analisis Sistem Manajemen Keamanan Informasi Menggunakan ISO/IEC 27001 : 2013 Serta Rekomendasi Model Sistem Menggunakan Data Flow Diagram pada Direktorat Sistem Informasi Perguruan Tinggi Yuze, Yuni Cintia Priyadi, Yudi Candiwan, Candiwan Analysis Information Security; ISO/IEC 27001 : 2013; Maturity Level; SSE-CMM; CD/DFD The importance of information and the possible risk of disruption, therefore the universities need to designed and implemented of the information security.  One of the standards that can be used to analyze the level of information security in the organization is ISO/IEC 27001 : 2013 and this standard has been prepared to provide requirements for establishing, implementing, maintaining and continually improving an information security management system. The objective of this research is to measure the level of information security based on standard ISO/IEC 27001: 2013 and modeling systems for information security management. This research uses descriptive qualitative approach, data collection and validation techniques with tringulasi (interview, observation and documentation). Data was analyzed using gap analysis and to measure the level of maturity this research uses SSE-CMM (Systems Security Engineering Capability Maturity Model). Based on the research results, Maturity level clause Information Security Policy reaches level 1 (Performed-Informally), clause Asset Management reaches level 3 (Well-Defined), clause Access Control reaches level 3 (Well-Defined), clause Physical and Environmental Security reaches level 3 (Well-Defined), clause Operational Security reaches level 3 (Well-Defined), Communication Security clause reaches the level 2 (Planned and Tracked). Based on the results of maturity level discovery of some weakness in asset management in implementing the policy. Therefore, the modeling system using the flow map and CD / DFD focused on Asset Management System. Diponegoro University 2016-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11239 10.21456/vol6iss1pp38-45 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 38-45 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11239/pdf

oai:ojs.ejournal.undip.ac.id:article/37932 2023-05-29T17:48:25Z jsinbis:RAC

Implementasi forecastHybrid Package menggunakan R Studio Cloud untuk Prediksi Pertumbuhan Dana Pihak Ketiga dan Pembiayaan Pada Bank Muamalat Indonesia Astuti, Niken Probondani Bakri, Rizal Hybrid Forecast; Third Party Fund Growth; Financing Growth; ForecastHybrid package; R Studio Cloud This study aims to find out how to forecast the growth performance of third party funds (TPF) and financing which is measured on a quarterly by applied the hybrid method with R Studio Cloud using ‘forecastHybrid’ package. This prediction is expected to provide information and data on the growth of third party fund and financing for Bank Muamalat which is experiencing problems of lack of capital and non-performing funds (NPF). Forecasting with Hybrid methods combines ARIMA auto forecasting methods, exponential smoothing forecasting methods, theta forecasting methods, neural network forecasting methods, seasonal and trend decomposition forecasting methods, and TBATS forecasting methods. The forecast results show that the Hybrid method is able to provide information as a decision-making material for Bank Muamalat Diponegoro University 2021-12-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37932 10.21456/vol11iss2pp97-104 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 97-104 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37932/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/37932/9634 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6130 2016-04-06T06:41:58Z jsinbis:RAC

The Prediction of Bandwidth On Need Computer Network Through Artificial Neural Network Method of Backpropagation Mekongga, Ikhthison Gernowo, Rahmat Sugiharto, Aris The need for bandwidth has been increasing recently. This is because the development of internet infrastructure is also increasing so that we need an economic and efficient provider system. This can be achieved through good planning and a proper system. The prediction of the bandwidth consumption is one of the factors that support the planning for an efficient internet service provider system. Bandwidth consumption is predicted using ANN. ANN is an information processing system which has similar characteristics as the biologic al neural network.  ANN  is  chosen  to  predict  the  consumption  of  the  bandwidth  because  ANN  has  good  approachability  to  non-linearity.  The variable used in ANN is the historical load data. A bandwidth consumption information system was built using neural networks  with a backpropagation algorithm to make the use of bandwidth more efficient in the future both in the rental rate of the bandwidth and in the usage of the bandwidth.Keywords: Forecasting, Bandwidth, Backpropagation Diponegoro University 2012-06-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/40 10.21456/vol2iss2pp098-107 Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012; 098-107 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/40/308

oai:ojs.ejournal.undip.ac.id:article/71820 2026-05-11T08:27:48Z jsinbis:RAC

Fuzzy Piecewise-objective Programming Approach for Integrated Supplier Selection and Production Planning Problems Considering Discounts and Fuzzy Parameters: the Static Case Harahap, Adhina Rizkillah Sutrisno, Sutrisno Tjahjana, Redemtus Heru Widowati, Widowati Fuzzy Piecewise Programming; Supplier Selection; Production Planning; Supply Chain Optimization; Discount Consideration In the manufacturing and retail sectors, the challenge of supplier selection revolves around efficiently allocating the necessary amount of raw materials to each supplier to minimize procurement costs. Concurrently, production planning focuses on maximizing output. To achieve maximum revenue, decision-makers must make optimal decisions in both areas. This paper introduces a new mathematical model, falling within the fuzzy piecewise programming domain, to support decision-making in supplier selection and production planning. It addresses integrated supplier selection and production planning issues, incorporating discounts and fuzzy factors. The aim is to optimize supply chain performance, ultimately maximizing the production activity profit. The model accommodates scenarios involving multiple raw materials, suppliers, products, and buyers. Through numerical experiments, the effectiveness of the proposed model is evaluated, demonstrating its ability to provide the optimal solution. Thus, it can be readily applied by industry decision-makers and managers. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71820 10.14710/vol15iss3pp347-353 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 347-353 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71820/30298 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/11494 2020-04-17T08:08:39Z jsinbis:RAC

Penilaian Implementasi e-Government di PUSTEKOM Kemendikbud berbasis metode PEGI Rahayu, Puji Indonesian Ministry of Education and Culture; Indonesian e-Government Ranking (PEGI); E-Government. According to the Survey UN (United Nations) in 2014, e-government and innovation can provide major opportunities to transform the public administration becomes a tool of sustainable development, provide services more transparent and more accountable. Formerly, the development of government services can be done with a variety of channels, either through online services, big data, social media, mobile applications, or cloud computing, have expanded our perception of e-government services. The research aims to assess the level of achievement of e-Government implementation in the Ministry of Education and Culture of the Republic of Indonesia. Assessment is measured by the Indonesian e-Government Rating framework. The data in this research are obtained by qualitative approach and descriptive data analysis. The finding of this research that the implementation of  e-Government in Ministry of Education and Culture in the category of "Very Good". Based on such an assessment, given the recommendation:  assemblying policies Governance of ICT, aligning the ICT Master Plan by principle of ICT Governance, fulfilling documents related to human Resources of ICT and the application documents, the standardization of domain labeling and e-education, completing information systems/ technogy of management and organizational design, assemblying the development plan of e-education content, and development plans of information system and information technology. Diponegoro University 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11494 10.21456/vol7iss2pp139-145 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 139-145 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11494/pdf

oai:ojs.ejournal.undip.ac.id:article/52561 2023-10-22T22:31:35Z jsinbis:RAC

Perbandingan Pre-Trained CNN: Klasifikasi Pengenalan Bahasa Isyarat Huruf Hijaiyah Brianorman, Yulrio Munir, Rinaldi Sign Language; Hijaiyah Letters; Pre-Trained Model; CNN The number of documented deaf people continues to increase. To communicate with each other, the deaf use sign language. The problem arises when Muslims with hearing impairment or deafness need to recite the Al-Quran. Muslims recite Al-Quran using their voice, but for the deaf, there are no available means to do the reciting. Thus, learning hijaiyah letters using finger gestures is considered important to develop. In this study, we use the recognition of hijaiyah letters based on pictures as the learning model. The real-time-based recognition then uses the learning model. This study uses 4 CNN pre-trained models, namely MnetV2, VGG16, ResNet50, and Xception. The learning process shows that MnetV2, VGG16, and Xception reach the accuracy limit of 99.85% in 2, 3, and 11 s, respectively. Meanwhile, ResNet50 cannot reach the accuracy limit after processing 100 s. ResNet50 achieves 82.12% accuracy. The testing process shows that MnetV2, VGG16, and ResNet50 achieve 100% precision, recall, f1-score, and accuracy. ResNet50 shows figures 81.55%, 86.04%, 82.04%, and 82.58%. The implementing process of the learning outcomes from MnetV2 shows good performance for recognizing finger shapes in real-time. Diponegoro University 2023-07-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52561 10.21456/vol13iss1pp52-59 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 52-59 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52561/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6203 2016-04-06T06:46:56Z jsinbis:RAC

Penilaian Risiko Aplikasi Web Menggunakan Model DREAD Suprihanto, Didit Prahasto, Toni Sugiharto, Aris Application that  is developed by web based, beside has surplus in WWW technology, it has susceptibility side that can be threat too. Susceptibility generate risk and can bring out big trouble even effect big disadvantage. The goal of this research is design and build document risk assessment system of threat level and prevention advice. It use DREAD model as method to solve trouble by giving qualified information. This information are used to produce risk level in web application. The result of this research is web application risk assessment system by using DREAD model to know risk threat level and equate perception of web threat risk to application developer, minimize of threat risk and maximize performance of web application.   Keywords : DREAD model, web threat risk, web risk assessment system Diponegoro University 2013-07-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6203 10.21456/vol3iss2pp59-66 Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013; 59-66 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6203/didit https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/6203/325

oai:ojs.ejournal.undip.ac.id:article/81335 2026-05-16T14:09:38Z jsinbis:RAC

Optimizing Adaptive Rewards Using Sugeno Fuzzy Logic in an Android Educational Game Permadi, Ginanjar Setyo Vitadiar, Tanhella Zein Mashuri, Chamdan Educational Games, Sugeno Fuzzy Logic, Waste Management, Gamification, Environmental Education This study developed an Android-based educational game to teach children about waste management, with an adaptive reward system using Sugeno fuzzy logic. The aim of the study was to increase student motivation and engagement in environmental learning by providing rewards tailored to player performance. The development method referred to the Game Development Life Cycle (GDLC), covering the development stages up to beta testing. Media expert validation results showed good game quality in terms of visual appearance and ease of use, with an average score of 4.6/5. Material validation also showed the suitability of the material for learning objectives with a score of 4.7/5. Trials with 26 primary school students resulted in an average score of 4.6/5 for ease of use and 4.8/5 for visual appeal. The Sugeno fuzzy logic-based reward system proved effective in adjusting rewards to player performance. Test data showed that 70% of students received 3 stars, 20% received 2 stars, and 10% received 1 star. This system increased student motivation and engagement in learning. This research contributes to the development of fuzzy technology-based educational games by demonstrating the great potential of Sugeno fuzzy logic in creating adaptive reward systems that enhance learning. This game is expected to be an effective alternative in teaching waste management and can be expanded to other educational topics. Diponegoro University 2025-12-29 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/81335 10.14710/vol15iss4pp480-487 Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press); 480-487 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/81335/pdf Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/20734 2019-07-25T21:11:16Z jsinbis:RAC

Analisis Keamanan Sistem Informasi Berdasarkan Framework COBIT 5 Menggunakan Capability Maturity Model Integration (CMMI) Umar, Rusydi Riadi, Imam Handoyo, Eko CMMI; COBIT 5; Security; Managed and Measurable; Information Systems; Information Technology Information technology is a very important part of a company or institution. The information system itself is expected to provide better benefits for companies or institutions. However, along with technological developments are often misused by some irresponsible parties that can lead to threats of the use of technology. Information system security is very important for institutions to maintain information optimally and safely. The existence of a security problem triggers a procedure to control access rights in an information system. A good information system is an information system that can be assessed at a security level, so that it can provide comfort for users. COBIT 5 as an information technology security control standard. Whereas to achieve the standard level of achievement CMMI is needed in information technology security. The combination of the two standards in the information system is able to provide a level of achievement of information technology. The results obtained from the maturity value are 4,458 which means the institutions are at the Managed and Measurable level. This level, institutions are increasingly made aware of technological developments. Institutions have implemented the quantification concept in each process, and are always monitored and controlled for performance. Information system security at this level is good, it's just that it still needs innovation and development to be ready, fast and right in handling security threats. Diponegoro University Biro Sistem Informasi dan Komunikasi (BISKOM) Universitas Ahmad Dahlan (UAD) 2019-05-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20734 10.21456/vol9iss1pp47-54 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 47-54 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20734/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/20734/2827 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/26057 2020-04-17T08:13:47Z jsinbis:RAC

Penerapan K-Nearest Neighbour dalam Penerimaan Peserta Didik dengan Sistem Zonasi Kurniawan, Denni Saputra, Ade Data Mining, K-NN, Rapidminer, Zonasi Admission of new students is a routine activity at the beginning of each new meeting year in all formal educational institutions. At the moment the acceptance of new students uses the zoning system and has been regulated by Permendikbud No. 20 in 2019. This zoning system will accept students where their residence enters through the user area with the school environment. With this Permendikbud the government hopes that there will be an evenness in the quality of education in all schools, so that schools will no longer get the title of superior and non-superior schools. But in a system, the zoning improves anxieties in the school environment. This research supports to help the participating school students will be accepted in accordance with the provisions of the Ministry of Education and Culture. In overcoming problems that arise in the school environment there needs to be a system that can overcome that problem. In this study using the K-Nearest Neighbor (K-NN) method. Where the K-NN method will do the classification of new learners' residence with the school. In determining the classification using the K-NN method used for zoning and non-zoning areas, it is seen based on the closest K value. In finding the optimal value in this study using the Rapidminer application. The optimal high-level test results at K 5 where the value of this K is 83.36% Diponegoro University 2019-11-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26057 10.21456/vol9iss2pp212-219 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 212-219 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26057/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/26057/4393 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/62405 2024-10-09T18:44:39Z jsinbis:RAC

Developing Data Mining Prediction System for Health Center Medicine Inventory using Naïve Bayes Classifier Algorithm Roziana, Roziana Widodo, Aris Puji Wibowo, Adi Naïve Bayes Classifier Algorithm; Medicine Supply; Puskesmas; Prediction system Public health centers mostly use conventional methods in managing drug supply, usage, and demand data, without a system that can predict the number of drug requests. This research aims to develop a data mining solution by implementing a prediction system using the Naïve Bayes Classifier algorithm to predict drug supplies from the Koni Health Center, Jambi, to the Health Office Pharmacy Installation. The method applied in this research is a quantitative approach through the experimental method. The research data includes inventory, usage, and remaining stock of various types of drugs from 2017 to 2021 which are divided into four quarters. The results of this study show that the classification system using the Naïve Bayes Classifier method is able to classify data quickly and efficiently according to drug supply. The system test results show an accuracy of 73.91%, recall of 85.71%, and precision of 54.54%. These findings can help Puskesmas in optimizing drug inventory management, reducing errors in inventory estimates, and increasing accuracy in meeting patient drug requests. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62405 10.21456/vol14iss4pp329-336 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 329-336 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62405/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10510 2017-07-15T08:21:56Z jsinbis:RAC

Support Vector Machine Untuk Klasifikasi Citra Jenis Daging Berdasarkan Tekstur Menggunakan Ekstraksi Ciri Gray Level Co-Occurrence Matrices (GLCM) Neneng, Neneng Adi, Kusworo Isnanto, Rizal Citra; GLCM; Tekstur; SVM. Texture is one of the most important features for image analysis, which provides informations such as the composition of texture on the surface structure, changes of the intensity, or brightness. Gray level co-occurence matrix (GLCM) is a method that can be used for statistical texture analysis. GLCM has proven to be the most powerful texture descriptors used in image analysis. This study uses the four-way GLCM 0o, 45o, 90o, and 135o. Support vector machine (SVM) is a machine learning that can be used for image classification. SVM has a high generalization capability without any requirement of additional knowledge, even with the high dimension of the input space. The data used in this study are the image of goat meat, buffalo meat, horse meat, and beef with shooting distance 20 cm, 30 cm and 40 cm. The result of this study shows that the best recognition rate of 87.5% was taken at a distance of 20 cm with neighboring pixels distance d = 2 in the direction GLCM 135o. Diponegoro University 2016-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10510 10.21456/vol6iss1pp1-10 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 1-10 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10510/pdf

oai:ojs.ejournal.undip.ac.id:article/33133 2021-09-01T00:20:12Z jsinbis:RAC

Analisis Tingkat Kematangan Adopsi Service Oriented Architecture Menggunakan ISO/IEC 16680 (OSIMM) Mutiah, Nurul Febriyanto, Ferdy Enterprise Application Integration; SOA; Maturity Level; ISO/IEC 16680; OSIMM Enterprise application integration makes data sharing easier, efficient and provides flexibility for organizations to seize opportunities and respond to stakeholder needs. Faculty of Mathematics and Natural Sciences (FMIPA) Tanjungpura University is an organization that wants to apply information technology effectively to support its business processes. Currently the application at FMIPA is built with different platforms and databases so that it cannot be integrated to share data between parts of the organization. FMIPA intends to build a service-oriented technology architecture to support the realization of organizational goals. SOA (Service Oriented Architecture) can be used as a framework for enterprise application integration. SOA adoption is often not as expected because organizations do not plan their processes comprehensively. It is necessary to measure the maturity level of the organization's SOA adoption so that the current state of the organization's SOA and future expectations can be found. ISO/IEC 16680 (OSIMM) is a method for measuring the SOA maturity level with 7 levels of maturity and 7 dimensions. To expedite the SOA adoption process in FMIPA, SOA maturity level was measured using ISO/IEC 16680. Based on measurements of the seven dimensions of SOA at ISO/IEC 16680, it was found that the current level of SOA adoption maturity (As-Is) at FMIPA Untan was at the level one (Silo), while the expected maturity level (To-Be) is level four (Service). Gap analysis then carried out related to the gap in maturity levels, and is followed by making recommendations dan roadmap for SOA adoption. Diponegoro University 2021-06-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33133 10.21456/vol11iss1pp18-25 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 18-25 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33133/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/33133/8109 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6061 2016-04-06T06:29:21Z jsinbis:RAC

Sistem Pemilihan Perumahan dengan Metode Kombinasi Fuzzy C-Means Clustering dan Simple Additive Weighting Jaya, Tri Sandhika Adi, Kusworo Noranita, Beta Housing is one of human secondary needs. In selecting the most appropriate housing, there are lots of aspects to be considered to satisfy the costumers  want. In order to get optimal result, a system is needed to help the costumers to decide which housing fit them   most. System that will be built in this thesis is a system that supports costumers’ satisfaction in housing selection. There are 2 main stages in the  system,  namely  data  grouping  and  ranking.  Data  grouping  method  used  is  Fuzzy  C -Means  Clustering  (FCM).  Simple  Additive Weighting (SAW) is used for ranking purpose. Testing is carried out by comparing  interview result with system counting result. The testing result produces 9 cases that derive similar recommendation.Keywords : Housing selection; FCM; SAW; Recommendation; Grouping Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23 10.21456/vol1iss3pp153-158 Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011; 153-158 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/23/277

oai:ojs.ejournal.undip.ac.id:article/71811 2026-05-11T08:27:48Z jsinbis:RAC

How Stakeholder Pressure and Financial Performance Shape Corporate Sustainability Reporting Transparency Septiani, Aditya Utami, N U Sustainability Reporting Transparency; Stakeholder Pressure; Financial Performance; Environmentally Sensitive Industries; Multiple Linear Regression Analysis This study examines the impact of stakeholder pressure and financial performance on the transparency of sustainability reporting. We investigate four independent variables: environmentally sensitive industries, investor-oriented industries, consumer-proximity industries, and financial performance. The dependent variable, reporting transparency, is assessed through four factors: reporting frequency, application level, statement level, and assurance. Our sample comprises manufacturing companies listed on the Indonesia Stock Exchange from 2018 to 2021, selected using purposive sampling. We employ multiple linear regression analysis to evaluate the relationships between variables. The findings reveal that both environmentally sensitive industries and strong financial performance positively influence sustainability reporting transparency. However, we found no significant positive impact from investor-oriented or consumer-proximity industries on reporting transparency. This research contributes to our understanding of the factors driving corporate sustainability disclosure practices in the Indonesian context. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71811 10.14710/vol15iss3pp451-457 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 451-457 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71811/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/14838 2017-06-02T23:36:27Z jsinbis:EDT

Front Matter JSINBIS Volume 5 Nomor 2 Tahun 2015 M.Eng, Ph.D, Prof. Mustafid Front Matter JSINBIS Volume 5 Nomor 2 Tahun 2015 Diponegoro University 2017-06-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14838 10.21456/vol5iss2pp%p Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14838/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/44491 2023-03-01T18:43:30Z jsinbis:RAC

Analisis Perbandingan Metode Mobile-D Dan Prototype Pada Pembangunan Aplikasi E-Book Anak Usia Dini Rahayu, Puji Rahmi, Nirmala Wicaksana, Widya Literacy; E-Book; Mobile-D; Prototype Literacy education in Indonesia is very low, which occupies the 62nd rank of 70 countries in the world. Based on the survey, one of the ways to increase the reading interest in the Indonesian people is to teach literacy education early in the age range of 3-6 years, where children begin to increase their cognitive, psychosocial and physical, and physical abilities. Therefore, we will develop an e-book as a learning medium to attract early childhood attention. The method used to develop this application is the Mobile-D method and prototype. The results of the test conducted on the E-Book Application of the Early Children's E-Book stated that all input forms and buttons in the system could run properly and the integrity of the output data on the input or the action carried out is following the user's expectations. The results of the analysis, design, implementation and comparison of the methods that have been carried out in the manufacture of this application show that the mobile-D development model is suitable for mobile development that can run on the system environment that accepts if there is a change or addition, the number of teams is a little, at level Applications, small-built systems and relatively short, development times. While the prototype development model is more suitable for systems made based on certain requests and needs by use. Diponegoro University 2023-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/44491 10.21456/vol12iss2pp124-131 Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022; 124-131 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/44491/pdf Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6201 2016-04-06T06:45:36Z jsinbis:RAC

Sistem business intelligence untuk mendukung perguruan tinggi yang kompetitif Mustafid, Mustafid Pengembangan perguruan tinggi saat ini tidak lagi bergantung pada megahnya kampus atau  peralatan laboratorium, melainkan  bergantung pada kecerdasan dalam pengelolaan modal  intelektual berdasarkan sumberdaya yang dimiliki. Peranan modal intelektual menjadi sangat penting dan strategis dalam pengelolaan program bisnis akademik untuk mencapai keunggulan kompetitif. Sistem business intelligence sebagai elemen penting dalam perguruan tinggi difungsikan untuk membantu manajerial mengelola  modal intelektual dalam proses pengambilan keputusan dalam rangka meningkatkan kinerja perguruan tinggi. Penelitian ini bertujuan untuk mengimplementasikan  sistem business intelligence untuk mendukung pengelolaan program bisnis akademik kearah yang lebih kompetitif melalui sistem perencanaan, pengukuran dan  meningkatkan  kinerja berbasis modal intelektual. Modal intelektual perguruan tinggi dideskripsikan berdasarkan sumberdaya perguruan tinggi yang dimiliki, agar dalam pengelolaan modal intelektual menjadi lebih optimal.  Penggunaan  sistem business intelligence berbasis pada teknologi informasi bertujuan untuk mendesain mengukur, mengelola dan mengembangkan modal intelektual, antara lain berupa pengetahuan, skill dan keahlian sumberdaya manusia perguruan tinggi. Penggunaan indikator kinerja kunci perguruan tinggi dianalisis untuk memenuhi standar mutu perguruan tinggi yang kompetitif. Keywords : Business intelligence systems, intellectual capital, human capital, structural capitalal, key performance indicators. Diponegoro University 2013-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/4 10.21456/vol3iss1pp18-24 Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013; 18-24 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/4/Mustafid

oai:ojs.ejournal.undip.ac.id:article/72634 2026-05-16T14:08:22Z jsinbis:RAC

Security Risk Management Assessment in Information Technology Services using Information Technology Infrastructure Library (ITIL) V4 Kurniawan, Andys Sandra Widodo, Aris Puji Wibowo, Adi ITIL V4 Maturity Model; Risk Management; Information Security Management; Capability level; IT Service Management Information Technology (IT) is currently implemented in various fields of life, including in higher education. Some common IT-based service problems such as server down, slow systems, poor integration, and data security are important concerns for education managers. IT Service Management or Information Technology Service Management (ITSM) is a strategic approach to designing, providing, managing, and improving the way IT is used in an organization. ITIL is one of the most popular ITSM frameworks and includes a framework for evaluation and assessment. This study proposes the use of ITIL V4 to assess the level of maturity of security risk management in the higher education sector, which has not been widely explored. This study aims to measure and analyze the level of capability and assess the maturity of IT services, especially in risk management practices and information security management and analyze the level of gap between actual conditions that occur and expected standards. The results of the study indicate that the assessment of the level of maturity of higher education in managing IT service security risks, especially in both management practices, is at level 3 (Defined). These results indicate that universities have begun to realize the importance of IT security risk management, where practices are well defined, processes and activities are documented and standardized. To achieve continuous improvement according to the ITIL V4 standard, it is necessary to increase the capacity of the technology used, consistency in evaluation, and build an organizational culture that supports continuous risk management. Diponegoro University 2025-12-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/72634 10.14710/vol15iss4pp469-472 Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press); 469-472 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/72634/pdf Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/19539 2019-01-02T01:40:38Z jsinbis:RAC

Teknologi Geolocation Berbasis Android dengan Metode K-Means untuk Pemetaan UMKM di Kabupaten Jepara Azizah, Noor Widiastuti, Nur Aeni Geolocation technology; K-Means; Clustering; Android; MSME. Micro, Small and Medium Enterprises (MSMEs) are industrial sectors that are very important to sustain the economy of Jepara Regency. There are 18,695 Small and Medium Enterprises (SMEs) in Jepara Regency in 2016, including wood carving, troso weaving, chopper brass (monel) jewelry, sculpture, rattan crafts, calligraphy, and reliefs. The number of SMEs in Jepara makes buyers or tourists have many choices in buying products of varying quality and competitive prices. In addition, sometimes they are also confused in finding the location of SMEs. Therefore, this application is made to solve these problems by making an application that provides location-based information center industrial services. This application is expected to facilitate tourists in finding the location of the industry to be addressed. Geolocation technology is used to identify real-world geographic locations that can be applied to the Android operating system. So this application provides store description services, product photos, and maps. SMEs are presented in the application in the map using the k-mean algorithm. The parameters used are the type of industry, number of employees, turnover per year, tools used. For the clustering have 3 categories, there are namely small, medium and large. The advantages of this algorithm can group data according to the similarity of data used in one group and minimize the same data between groups and cannot process data that is a missing value. Diponegoro University Ristek DIKTI, Universitas Islam Nahdlatul Ulama Jepara, Program Studi Teknik Informatika, Program Studi Sistem Informasi 2018-10-25 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19539 10.21456/vol8iss2pp218-224 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 218-224 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19539/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/19539/2569 Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/56815 2023-12-31T10:13:04Z jsinbis:RAC

Penerapan Machine Learning Untuk Prediksi Bencana Banjir Sandiwarno, Sulis Prediksi Banjir; Machine Learning; CNN; BiLSTM Indonesia beriklim tropis karena terletak pada garis katulistiwa, oleh karena itu Indonesia juga hanya memiliki dua musim, yaitu musim kemarau dan musim hujan. Apabila musim hujan tiba dan curah hujan intensitasnya tinggi, maka hal tersebut berpotensi menyebabkan bencana banjir. Kerugian yang ditimbulkan akibat bencana banjir cukup besar. Untuk mengurangi risiko bencana dan kerugian akibat banjir, diperlukan inovasi dalam mitigasi bencana. Beberapa penelitan sebelumnya telah melakukan analisa dan prediksi mengenai bencana banjir dengan menggunakan metode berbasis machine learning seperti Support Vector Machine (SVM), K-Nearest Neighbor (KNN), dan Naive Bayes. Akan tetapi metode yang digunakan dalam penelitian tersebut memiliki permasalahan seperti tingkat akurasi yang rendah dan membutuhkan waktu yang lama untuk melakukan perhitungan data. Dalam penelitian ini kami mengusulkan sebuah model baru yang dinamakan Deep Neural Investigation Network (DNIN) algorithm, yang dikombinasikan dari Convolutional Neural Network (CNN) dan Bidirectional Long Short Term Memory (BiLSTM). Proses dari usulan metode dalam penelitiaan terdiri dari tiga bagian, yang pertama Convolutional Neural Network (CNN) digunakan untuk melakukan ekstraksi fitur spasial dari data banjir, selanjutnya Bidirectional Long Short Term Memory (BiLSTM) digunakan untuk menangkap pola temporal dari fitur-fitur tersebut. Kemudian tahap terakhir adalah menggabungkan hasil dari kedua metode tersebut. Hasil dari penelitian yang dilakukan terhadap data curah hujan, didapatkan informasi bahwa model yang kami usulkan lebih unggul dibandingkan dengan model sebelumnya dalam melakukan prediksi bencana banjir. Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56815 10.21456/vol14iss1pp62-76 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 62-76 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56815/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9872 2016-02-15T13:33:10Z jsinbis:RAC

Sistem Informasi Pendukung Keputusan Terhadap Mutu Lulusan dengan Metode Fuzzy Model Tsukamoto Ghozali, Ahmad Lubis Mustafid, Mustafid Farikhin, Farikhin The importance of graduate information systems to support leadership in taking a decision related to the development of alumni, so that should make for a graduate information systems implemented in the form of web portals. Analysis of the data processed by the method of OLAP (Online Analytical Processing), KPI (Key Performance Indicators) graduates, and data mining to extract and transform data holds the data will be stored in the warehouse. The process of data analysis using OLAP and Fuzzy method to determine the parameters of the model Tsukamoto graduate performance and quality of college graduates. The process of data analysis is represented in the form of tables, graphs, and dashboards, then used as a prop for academic results. OLAP analysis result data processed using the fuzzification, inference, and defuzzification to produce quality graduates index. These findings form a web-based information systems graduate portal with content features alumni and stakeholders as a graduate performance indicators that can be accessed through an Internet connection. The information system produces graduates index KPI performance and quality of graduates graduated as a decision support by the leadership and the head of the research program carried out at the University, KPI graduates to indicate that the parameters of the specific level of quality graduates and overall views of the dimensions of the year and course of study, such as in 2011 the level of quality of graduates of IT course overall "Good", TM course as a whole "Good", TP courses overall "Good". Keywords: Information systems graduates; OLAP, KPI graduates; Tsukamoto Fuzzy Logic model Diponegoro University 2014-07-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9872 10.21456/vol4iss2pp87-95 Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014; 87-95 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9872/Ahmad%20Lubis%20Ghozali

oai:ojs.ejournal.undip.ac.id:article/24152 2020-04-17T08:12:24Z jsinbis:RAC

Ekstraksi Ciri Orde Pertama dan Metode Principal Component Analysis untuk Mengidentifikasi Jenis Telur Ayam Kampung dan Ayam Arab Nurhayati, Oky Dwi Eridani, Dania Ulinuha, Ajik Domestic Chicken Eggs; Arabian Chicken Eggs; PCA Method; First Order Feature Extraction Chicken eggs become one of the animal proteins commonly used by people, especially in Indonesia. Eggs have high economic value and have diverse benefits and a high nutritional content. Visually to distinguish between domestic chicken eggs and arabic chicken eggs has many difficulties because physically the shape and color of eggs have similarities. This research was conducted to develop applications that were able to identify the types of domestic chicken eggs and Arab chicken eggs using the Principal Componenet Analysis (PCA) method and first order feature extraction. The application applies digital image processing stages, namely resizing image size, RGB color space conversion to HSV, contrast enhancement, image segmentation using the thresholding method, opening and region filling morphology operations, first order feature extraction and classification using the PCA method. The results of identification of types of native domestic chicken eggs and Arabic chicken eggs using the Principal Component Analysis method showed the results of 95% system accuracy percentage, consisting of 90% accuracy of success in the type of domestic chicken eggs and 100% accuracy of success in the type of Arabic chicken eggs. Diponegoro University 2019-11-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24152 10.21456/vol9iss2pp133-140 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 133-140 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24152/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/24152/4237 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/47495 2024-08-07T01:29:42Z jsinbis:RAC

Analisis Kepuasan Pengguna Gojek dengan Metode Kuantitatif Multimodel Yulianing Tyas, Sasmi Hidayatul Muftikhali, Qilbaaini Effendi Kepuasan Pengguna; EUCS; TAM; Delone and McLean; Metode Kuantitatif; Go-Jek Gojek is the first start-up company in Indonesia to have decacorn status based on CB-Insight's records. With Go-Jek's achievement status being the background factor for satisfaction with Go-Jek application users. This research aims to identify factors that influence Gojek customer satisfaction with application use. In this research, quantitative methods using the EUCS, TAM and Delone and McLean (Multi Model) models were used to identify the independent variables, while the dependent variable was customer satisfaction. The dependent variables in this research consist of Content, Accuracy, Format, ease of use, Timeliness, Perceived Usefulness, System Quality, Information Quality and Service Quality. Quantitative methods were used in this research, based on the calculation results of the GeSCA application. The R-squared value of the model proposed in this study is 0.6922. This means that the independent variables in the model can explain the customer satisfaction variable by 69.22% and the remaining 31.78% is explained by other independent variables that are not in the model. Based on the results of the analysis, it was found that 9 variables had an influence on the customer satisfaction variable, but there was 1 variable that had a significant influence (Service Quality). Conclusion  of this research show that the variables Content, Accuracy, Format, ease of use, Timeliness, Perceived Usefulness, System Quality, Information Quality and Service Quality have an influence on user satisfaction. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47495 10.21456/vol14iss3pp277-288 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 277-288 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47495/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9911 2017-08-30T17:32:14Z jsinbis:RAC

Studi Implementasi Adaptive Neuro Fuzzy Inference System Untuk Menentukan Normalitas Kehamilan Rusdiana, Lili Sediyono, Eko Surarso, Bayu ANFIS; Normality of Pregnancy Early detection of normality pregnancy is one of the ways to prevent more serious disorders in pregnancy. This thesis study the implementation of Adaptive Neuro Fuzzy Inference System (ANFIS) to determine the normality of pregnancy. The period of pregnancy and complaints during pregnancy are used as inputs and the normality of pregnancy as output. Data were analyzed using ANFIS method and using Sugeno FIS rules. The program simulation results show that the performance of ANFIS can be implemented to determine the normality of pregnancy. The learning results on different training with the highest level of accuracy of 77,5% can recognize the symptoms and 97.5% could identify the diagnosis to determine the normality of pregnancy. The system can provide the necessary information about the normality of pregnancy. The results show that ANFIS can be used to determine the normality of pregnancy.   Diponegoro University 2015-10-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9911 10.21456/vol5iss2pp98-108 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 98-108 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9911/pdf

oai:ojs.ejournal.undip.ac.id:article/29242 2020-12-29T22:45:40Z jsinbis:RAC

Analisa Tingkat Usability Berdasarkan Human Computer Interaction Untuk Sistem Pemesanan Tiket Online Kereta Api Christanto, Henoch Juli Sediyono, Eko Human Computer Interaction; Information System; Usability; Reservation Ticket The Current technological developments make PT.  KAI (Kereta Api Indonesia) as a business entity that regulates and provides rail transportation services has been transformed into providing online ticket reservation services, one of which is through the KAI Access application.  But it needs to be realized that the marketplace trend has also penetrated travel deals that also provide train ticket reservations, one of which is Traveloka. This interesting phenomenon is the basis for conducting research to see whether the application owned by PT KAI has been able to compete with other applications that also provide online train ticket sales services. By being able to compete, PT KAI can show credibility in providing online ticket transactions. Both applications are tested using the Usability indicators from HCI: Learnability, Efficiency, Memorability, Errors, and Satisfaction.  This study resulted in a comparison of the two applications by each HCI indicator. The discussion on each indicator it can be seen the classification of the level of usefulness from KAI Access and Traveloka Diponegoro University Universitas Kristen Satya Wacana, Fakultas Teknologi Informasi, Magister Sistem Informasi 2020-12-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29242 10.21456/vol10iss2pp163-172 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 163-172 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29242/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6048 2016-04-06T06:24:16Z jsinbis:RAC

Identifikasi Citra Untuk Mengidentifikasi Jenis Daging Sapi Menggunakan Transformasi Wavelet Haar Kiswanto, Kiswanto Sediyono, Eko Suhartono, Suhartono In this research, conducted research on the identification of the image to  identify the type of ground beef using the Haar wavelet transform. The study was intended To check the performance of Haar wavelet in identifying the types of beef. The process  of  image  processing  is  done  by  calculating  the  value  of  R,  G  and  B  in  each  image  of  the  meat,  then  do  the normalization process to get the index value of R, G and the index B index and do the conversion from RGB to a model of HSI models to get the magnitude of the hue, saturation and intensity. The resulting value of the image processing used as input parameter verification program. The highest accuracy produced by the Haar wavelet is 80% on the kind of fresh beef, fresh frozen beef, beef rotten, rotten dried beef, while the lowest accuracy was 0% for frozen beef rotten.Keywords: Identification; Haar Wavelet Transformation Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12 10.21456/vol1iss2pp73-79 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 73-79 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/12/265

oai:ojs.ejournal.undip.ac.id:article/47672 2025-06-12T16:24:19Z jsinbis:RAC

Penentuan Prioritas Persediaan Barang dengan Menggunakan Hybrid Method Aldino, Muhammad Satria Sandiwarno, Sulis Decision Support System; Material Inventory; AHP; TOPSIS Warehouse is a facility that serves as storage of goods or products. Inventory of goods has an impact on the continuity of the construction project, because if the material runs out, the contractor cannot carry out the work, as a result the project may be delayed from the predetermined schedule. The purpose of the warehouse is to monitor and control the incoming or outgoing materials in a project. In previous studies, an analysis of the AHP and TOPSIS methods has been carried out, but AHP has problems when used in cases with a large number of criteria and alternatives. While TOPSIS has problems in determining the value of the criteria because it is too subjective. Therefore, in this study we propose a hybrid method for calculating DSS which is called “Analytical Hierarchy – Similarity to Ideal Process” (AH-SIP). This proposed method has goals, namely in determining the value of the criteria with a comparison matrix using AHP, and performing alternative rankings using TOPSIS. The results of this study in determining the best material recommendations for procurement are D 25 Threaded Iron with a preference of 0.777, Chicken Wire with a preference of 0.677, and Pilox with a preference of 0.669. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47672 10.14710/vol15iss1pp1-10 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 1-10 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47672/pdf_1 Copyright (c) 2025 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/13474 2020-04-17T08:08:19Z jsinbis:RAC

Implementasi Metode Fuzzy Time Series Cheng untuk prediksi Kosentrasi Gas NO2 Di Udara Fathoni, M Yoka Fuzzy Time Series Cheng; Fuzzy Time Series Cheng; gas NO2 The forecasting process is essential for determining air quality to monitor NO2 gas in the air. The research aims to develop prediction information system of NO2 gas in air. The method used is Fuzzy Time Series Cheng method. The process of acquiring NO2 gas data is integrated with Multichannel-Multistasion. The data acquisition process uses Wireless Sensor Network technology via broadband internet that is sent and stored in an online database form on the web server. Recorded data is used as material for prediction. Acquisition result of  NO2 gas data is obtained from the sensor which is sent to the web server in the data base in the network by on line, then for futher it is predicted using fuzzy time series Cheng applying re-divide to the results of intervals the first partition of the value of the universe of discourse by historical data fuzzification to determine Fuzzy Logical Relationship dan Fuzzy Logical Relationship Group, so that is obtained result value prediction of NO2 gas concentration. By using 36 sample data of NO2 gas, it is obtained that the value of root of mean squared error of 2.08%. This result indicates that the method of Fuzzy Time Series Cheng is good enough to be used in predicting the NO2 gas. Diponegoro University 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13474 10.21456/vol7iss1pp17-23 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 17-23 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13474/pdf Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/45746 2022-10-20T08:18:06Z jsinbis:RAC

Analisis Pengaruh Digital Divide Terhadap User Satisfaction dan Individual Performance pada Pengguna Sistem Informasi Akademik Setifani, Niken Ayu Rolliawati, Dwi Wahyudi, Noor Digital Divide; User Satisfaction; Individual Performance; Academic Information System; PLS-SEM; Disjoint Two-Step Approach Method Since the pandemic, various sectors have shifted their online activities, which have also been applied to education, specifically in universities. Universities have individuals with different conditions, which encourages the management to provide information systems that support the implementation of activities at these universities. Not only learning activities but also academic administration is generally known as the Academic Information System (AIS). AIS was implemented at the Health Polytechnic Ministry of Health in Surabaya, labelled Academic Management Information System (SIM Akademik). This polytechnic has campuses spread across several cities in East Java. Each campus has different resources, thus supporting the digital divide. This study’s objective was to determine the effect of the digital divide, user satisfaction, and individual performance of Academic SIM users. These examine could develop the theory of the three variables and determine the digital range between campuses and user satisfaction. According to the results of three hypotheses tested using PLS-SEM with the Disjoint Two-Step Approach method, the digital divide had a significant positive effect on user satisfaction, the same as user satisfaction on individual performance. The digital divide had a positive, however not statistically significant, impact on individual performance. Furthermore, there was a digital divide between campuses in two aspects of measurement, and academic SIM user satisfaction is greater than 85% in all aspects of size. Employees experience the most significant performance improvement when using Academic SIMs, followed by students at 85,76 % and lecturers at 79,44 %. Diponegoro University 2022-09-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45746 10.21456/vol12iss1pp45-56 Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022; 45-56 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45746/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/45746/10498 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/45746/10499 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/45746/10500 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/45746/10501 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/45746/11703 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6235 2016-09-29T01:43:10Z jsinbis:RAC

Sistem Pakar Mendeteksi Kerusakan Rambut Menggunakan Basis Aturan (Rule Base Reasoning) dengan Metode Forward Chaining Al Amin, Imam Husni Suhartono, Suhartono One part of the human body that has a psychological role, especially in terms of self-confidence is hair. Application of expert system is designed as a tool for diagnosing hair damage. Base rules compiled into a database in such a way so as to facilitate the performance of the system. The method used in the forward chaining inference expert system to detect damage to the hair so that the user can know what kind of hair damage, solutions and how to treat them. Conformity or similarity between the results of expert diagnosis and testing of the system shows that this expert system design can be used easily, quickly and accurately.   Keywords : forward chaining, hair damage, the rule base reasoning, expert systems. Diponegoro University 2014-02-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/044 10.21456/vol2iss3pp134-138 Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012; 134-138 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/044/343

oai:ojs.ejournal.undip.ac.id:article/60982 2025-07-07T19:24:15Z jsinbis:RAC

Information System Development of Cattle Weight Recording and Forecasting Using Website-Based Linear Regression Suprihanto, Didit Delwizar, Muhammad Arya Burhandenny, Aji Ery Harjanto, Arif Nugroho, Happy Rumawan, Fatkhul Hani Information System; Laravel; Forecasting Application; Linier Regression Cattle plays an important role in meeting food demand in Indonesia, especially in the livestock sector, where cattle farms must be prepared to provide beef supply to various regions in Indonesia. On the other hand, in East Kalimantan, the demand for beef is also increasing along with the growth of population and economic activity. The role of technology is also quite important in meeting the need for beef. One of them is the use of website information system technology as a recording and reporting application. One of the distributors also involved in cattle farming in East Kalimantan is PT XYZ, which was newly established in 2020. The need for technology includes recording system, reporting system and cattle weight forecasting system. The purpose of this study is to design a web-based application that helps PT XYZ to record, report and predict cattle weight. The application development used Laravel framework to predict the increase in cattle weight using linear regression method. While the methodology used to develop the application was Waterfall method which included the phases of requirement analysis, application design, software development, testing and implementation. The application testing results showed that the application complied with the design that has been implemented and all the functions on the application page worked properly. The cattle weight recording and forecasting information system generated various reports, such as monthly cattle weight progress, monthly cattle sales reports, cattle weight growth forecast analysis, and cattle sales profit reports. Diponegoro University 2025-06-29 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60982 10.14710/vol15iss2pp293-300 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 293-300 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60982/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/60982/17276 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/17857 2018-05-31T08:56:29Z jsinbis:RAC

Klasifikasi Opini Masyarakat Terhadap Jasa Ekspedisi JNE dengan Naïve Bayes Jumeilah, Fithri Selva Text Mining; Classification; Naïve bayes; Rstudio; Crawling The large number of online sales transactions has increased the number of service users. One of the companies engaged in the delivery service in Indonesia is Tiki Nugraha Ekakurir or more known JNE. Currently, JNE service users reach 14.000.000 per month. JNE has used many media communications with its customers one of them with Twitter. The number of followers of JNECare is 108,000 and the number of tweets is 375,000. The number of comments for people who can be used to see what they think of JNE is an inseparable comment is a negative, positive or neutral category. To simplify the grouping of comments, the data will be classified using the Naïve Bayes method present in Rstudio. The amount data used on the internet is 1725 tweets. The data will be divided into allegations of 70% data training as much as 1208 data and 30% data testing or as many as 517 data. Before the data is classified the previous data must go through the process of preprocessing that is changing all the letters into lowercase and other letters other than letters and spaces (case folding), tokenizing words, and the removal of the word common (stopword remove). After the data is cleared the data will be labeled manually one by one and new data can be used for the training process to get the probability model for each category. Probailitas obtained by using Naïve bayes algorithm. Models obtained from the training will be used using data testing. The categories obtained from the test will be used to process the data used by using the confusion matrix and will calculate the accuracy, precision and recall. From the results of the classification of JNE comments obtained that Naïve Bayes was able to classify the data well. This is evidenced by the average percentage accuracy of 85%, 78% precision and 67% recall. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17857 10.21456/vol8iss1pp92-98 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 92-98 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17857/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/17857/2217 Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59333 2023-11-13T20:38:31Z jsinbis:EDT

Backmatter (Publication Ethics, Copyright Transfer Agreement for Publishing Form) Mustafid, Prof . Diponegoro University 2023-10-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59333 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59333/pdf Copyright (c) 2023 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9860 2016-01-02T04:06:02Z jsinbis:RAC

Kombinasi Balanced Scorecard dan Objective Matrix Untuk Penilaian Kinerja Perguruan Tinggi Mahmudi, A Aviv Surarso, Bayu Subagio, Agus Working Assessment is very essential aspect for a college to keep its excellent quality to face tight competition in either national or international level. The working assessment can be implemented to compare the result with organization strategy, and can also help to plan the upcoming strategy to achieve the final target of organization. The combination of Balanced Scorecard and OMAX is aimed at building the information system of working assessment in a college. Balanced Scorecard in the college is used to determine the strategic purposes, KPI and target, optimistic and pessimistic value. The scoring of each KPI uses AHP method; the scoring of KPI influences on general working score. The scoring of working assessment uses Objective Matrix (OMAX) method to know the total result indicator stated by the college, and can find out the total result indicator of each working criterion. The combination of BSC and OMAX can avoid the use of overwhelming data because this model focused on four perspectives, with the important key indicator of a college. Besides, the four perspectives can avoid the orientation of short-term target, because OMAX developed the more obvious frame of time that also focused on the long-term target. This combination was a good integration that can afford to modify hybrid model in determining the score card of a college. BSC changed into the form of OMAX that presented a target in the long period. This combination is also a good integration that can afford to modify a hybrid model in determining the scorecard of the college. BSC changes into the form of OMAX that presents the long-term target.   Keywords: AHP; Balanced scorecard; OMAX; Work assessment; College Diponegoro University 2014-04-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9860 10.21456/vol4iss1pp01-10 Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014; 01-10 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9860/Aviv%20Mahmudi

oai:ojs.ejournal.undip.ac.id:article/63225 2024-04-18T20:20:38Z jsinbis:EDT

Preface JSINBIS 14 (2) 2024 Mustafid, Prof Preface JSINBIS 14 (2) 2024 Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63225 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; vii 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63225/25760 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9888 2017-03-03T13:10:00Z jsinbis:RAC

Sistem Informasi Pengukuran Kinerja Pada Perkebunan Kelapa Sawit Dengan Menggunakan Metode Balanced Scorecard Rosmiati, Rosmiati Mustafid, Mustafid Widiyanto, Ibnu Palm oil plantations is one of the sub-sectors of agriculture crops in Indonesia, which is the main source of food and economic growth. The Balanced Scorecard (BSC) into a model of performance measurement system that can provide a solution within the framework of an integrated performance measurement using financial and non financial aspects. This study aims to develop information systems to measure the performance of oil palm plantations using the Balanced Scorecard method. Measurement of performance using four perspectives, that is: financial, customer, internal business processes and learning and growth. Nine indicators were used, that is: value of employee satisfaction, employee loyalty value, Return on Assets (ROA), solvency, crop maintenance, harvesting TBS, increasing the foreman and administrative competence in the garden, orchard manager guidance to employees and provide a special budget for training. This study resulted in an information system that can determine the weights of indicators and performance assessment scores will then be known to the achievement of performance measurement in oil palm plantations. This study was carried out on the Bina Karya plantation, obtained performance tends to be stable from 2009 to 2013. In 2011 the highest performance values ​​obtained at 68.34% and the lowest was in 2009 at 60.84%.   Keywords: Performance Measurement; Balanced scorecard; Key Performance Indicator; Information System; Palm oil Diponegoro University 2015-04-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9888 10.21456/vol5iss1pp1-8 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 1-8 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9888/pdf

oai:ojs.ejournal.undip.ac.id:article/28815 2022-11-14T00:25:02Z jsinbis:RAC

Analisis Faktor E-Learning Readiness dengan Menggunakan Principal Component Analysis Al Waaidhoh, Nuzhah Sediyono, Eko Hartomo, Kristoko Dwi E-Learning; E-Learning Readiness; E-Learning Readiness Factors; PCA Technological innovation in the industrial revolution era of 4.0 has changed the concept of learning. For example, the e-learning enables students to learn any where and any time without the limitations of distance, space and time. E-learning brings transformation in the world of education by enabling students to access information, data and learning material in more effective and efficient ways. With some of the benefit soffered by e-learning, many organizations want to apply e-learning system. Implementation of e-learning started with assessing thee-learning readiness. There are many factors found by researchers in the process of assessing e-learning readiness. This study aims to reduce the number of e-learning readiness variabels and to identify the factors that most affect the level of e-learning readiness by using the PCA (Principal Component Analysis) method, so it can help organizations that will implement e-learning to prepare important things in the process of implementation e-learning system. The results obtained show that the three factors that most affect there a diness of implementation e-learning are organization, technology and human resources. Diponegoro University 2020-06-22 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28815 10.21456/vol10iss1pp73-83 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 73-83 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28815/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/28815/5768 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9894 2016-04-18T16:19:56Z jsinbis:RAC

Implementasi Fuzzy Model Tahani Untuk Perancangan Sistem Pendukung Keputusan Penerimaan Taruna Baru Hidayat, Eko Hidayat In this research, a decision support system design had been done by using   Fuzzy database of Tahani Model, to know the excess of Fuzzy Tahani Model in a support system design of new cadets’ admission decision. The designed system was by the sequence of data input Fuzzy or non Fuzzy, the representation of membership function on each variable input Fuzzy, the process of Fuzzification on each variable into each Fuzzy set, the use of Zadeh basic operator to operate the Fuzzy set until give a recommendation. The result showed that the built system could give recommendation to support the decision of selected cadets based on the input criteria given. The excess of this system was on the flexibility of giving recommendation. The compatability of accepted cadets’ candidate with the recommendation of given system was 66.96%, due to the management strategis interest. Keywords : Fuzzy Database; New Cadet’s Admission; Decision Support Systems Diponegoro University 2015-04-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9894 10.21456/vol5iss1pp63-71 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 63-71 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9894/pdf

oai:ojs.ejournal.undip.ac.id:article/68333 2025-06-12T07:30:50Z jsinbis:RAC

Implementasi E-Commerce dengan Sistem Informasi Rekomendasi menggunakan Metode Collaborative Filtering untuk Pengembangan Penjualan pada UMKM Khusnah, Miftakhul Gernowo, Rahmat Surarso, Bayu MSMEs; E-Commerce; Recommendation Information System; Collaborative Filtering MSMEs are one of the micro businesses that are carried out to improve the prosperity of home industry, the majority of MSMEs still carry out traditional business processes, but in the current era, product sales can be done anywhere, such as running an online business through e-commerce. The ease of this online business helps MSMEs to develop sales globally,  so e-commerce is needed which will be aquipped with a recommendation information system for sales development in MSMEs. This research aims to implement a recommendation information system in e-commerce using the collaborative filtering method. This method was chosen because of its advantages in producing more accurate recommendations using MSME data, consumer data, and rating data. From the process carried out, the results show that this system provides product recommendations with the highest predictive value, namely M1 is product RSM with a predictive value of  0,5. M3 is product RPC with a predictive value of  0,03. M4 is product RKK with a predictive value of  1. M6 is product RKC with a predictive value of  0,88 which will be displayed to consumers and provide an effective and efficient marketing platform. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/68333 10.14710/vol15iss1pp134-141 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 134-141 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/68333/pdf_1 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12097 2017-09-19T02:49:40Z jsinbis:RAC

Diagnosa Kerusakan Bearing Menggunakan Principal Component Analysis (PCA) dan Naïve Bayes Classifier Pudyastuti, Dwi Prahasto, Toni Widodo, Achmad Data mining; Fault Diagnosis; PCA; Naïve Bayes Classification This research is discussing about the usage of data mining which addressed for bearing fault diagnosis. Bearing was one of the essential parts in industry machinery. Bearing was used to reduce machines frictions or could be a moving component which oppressed each other.  This fault diagnosis can avoid loss and damage of other machines components. This research was started with data preprocessing using wavelet discrete transformation, feature extraction, feature reduction using Principal Component Analysis (PCA), and classification process using Naïve Bayes classifier methods. Naïve Bayes Classifier is a classification method which based on probability and Bayesian theorem. Output of these method shows that Naïve Bayes classification have a good performance which shown by a good accuracy in each data test. Diponegoro University 2016-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12097 10.21456/vol6iss2pp114-123 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 114-123 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12097/pdf Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/38531 2023-05-29T17:48:26Z jsinbis:RAC

Teknologi Baru Pada Pendidikan Tinggi Menuju Revolusi Industri 4.0: Studi Kasus Indonesia dan Malaysia Murad, Dina Fitria Murad, Silvia Ayunda Hassan, Rosilah Heryadi, Yaya Wijanarko, Bambang Dwi Titan, Titan High Education; New Technology; Revolution 4.0 IoT with E-learning is intended to support data collection from devices and share to other devices in use for effective E-learning applications from Smart Campus. This study aims to conduct studies related to online learning models by utilizing Internet of Everything (IoE) technology to support Revolution 4.0. This study aims to support the latest communication paradigm in which the objects of everyday life will be equipped with a series of appropriate protocols and enable them to communicate well with each other as part of the internet. IoE will help improve learning by leveraging the large subject data generated by these objects to provide dynamic services to educators, learners, and even content developers. Using qualitative research methods This research uses a questionnaire to find out the views and assessments of the community in this case online learners regarding online learning as one of the impacts of the Covid-19 pandemic and produces an online learning model that is supported by an integrated system between learning media such as LMS and devices. others use IoE. The results of this study support the implementation of Smart campuses that allow the use of IoE methodologies to make them always ready in certain network areas. Diponegoro University 2022-01-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/38531 10.21456/vol11iss2pp139-145 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 139-145 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/38531/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/38531/9986 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6080 2016-04-06T06:34:58Z jsinbis:RAC

Sistem Manajemen Pengetahuan Berbasis Standar Operasional Prosedur Untuk Meningkatkan Kinerja Pegawai Hartini, Hartini Application of knowledge management in the company becomes a fundamental requirement in the era of globalization. Company's ability to manage the knowledge that there is a force that is needed to increase competitiveness. Managing knowledge in companies is not easy, because not everyone can share knowledge with other people or companies. The research aims to implement Knowledge Management System based SOP for an organization that is expected to manage organizational knowledge well and easy to perform knowledge sharing. Knowledge Management System is used to support the sharing of knowledge, ie tacit knowledge and explicit knowledge is based on the Standard Operating Procedure. The system is built with moodle as one of the tools Content Management System. Analysis of the conditions of knowledge in organizations is done by using meode Focus Group Discussion. KMS is built can be used to facilitate the process of capturing  the knowledge, store, call and reuse knowledge. By applying this system management processes / documentation can be accommodated with a good knowledge and can be used to improve the performance of the employee.   Keyword : Knowledge Management,Moodle, SOP, Tacit knowledge, Explicit Knowledge Diponegoro University 2014-02-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29 10.21456/vol2iss1pp023-026 Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012; 023-026 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/71826 2025-07-07T19:24:15Z jsinbis:RAC

Review of Systematic Literature about Sentiment Analysis Techniques Sasongko, Cornelius Damar Isnanto, Rizal Widodo, Aris Puji Sentiment Analysis; Opinion Mining; Natural Language Processing; Systematic Literature Review; Machine Learning Techniques Sentiment analysis, also known as opinion mining, is an important task in natural language processing and data mining. It involves extracting and analyzing subjective information from textual data to determine the sentiment or opinion expressed by the author. With the advancement of technology and the widespread use of social media and online review platforms, it is increasingly important to understand users' opinions and sentiments regarding a particular product, service or issue. The purpose of this research is to present a comprehensive literature review on sentiment analysis techniques. This research utilizes the systematic literature review method. This method involves systematic steps in searching, evaluating, and analyzing relevant literature in the field of sentiment analysis. The literature search was conducted through scientific databases and other reliable sources. Relevant articles were then selected based on pre-determined inclusion and exclusion criteria. The data from the selected articles were then comprehensively analyzed to identify the sentiment analysis techniques used and the key findings in the research. The results show that there are various techniques and approaches that have been developed and tested in sentiment analysis, some of the commonly used techniques include rule-based methods, classification-based methods, and machine learning-based methods. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71826 10.14710/vol15iss2pp227-236 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 227-236 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71826/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/16239 2018-05-30T22:44:35Z jsinbis:RAC

Identifikasi Huruf Kapital Tulisan Tangan Menggunakan Linear Discriminant Analysis dan Euclidean Distance Cahyani, Septa Wiryasaputra, Rita Gustriansyah, Rendra Computer Vision; Euclidean Distance; Linear Discriminant Analysis; 10-Fold Cross Validation. The human ability to recognize a variety of objects, however complex the object, is the special ability that humans possess. Any normal human will have no difficulty in recognizing handwriting objects between an author and another author. With the rapid development of digital technology, the human ability to recognize handwriting objects has been applied in a program known as Computer Vision. This study aims to create identification system different types of handwriting capital letters that have different sizes, thickness, shape, and tilt (distinctive features in handwriting) using Linear Discriminant Analysis (LDA) and Euclidean Distance methods. LDA is used to obtain characteristic characteristics of the image and provide the distance between the classes becomes larger, while the distance between training data in one class becomes smaller, so that the introduction time of digital image of handwritten capital letter using Euclidean Distance becomes faster computation time (by searching closest distance between training data and data testing). The results of testing the sample data showed that the image resolution of 50x50 pixels is the exact image resolution used for data as much as 1560 handwritten capital letter data compared to image resolution 25x25 pixels and 40x40 pixels. While the test data and training data testing using the method of 10-fold cross validation where 1404 for training data and 156 for data testing showed identification of digital image handwriting capital letter has an average effectiveness of the accuracy rate of 75.39% with the average time computing of 0.4199 seconds. Diponegoro University Teknik Informatika Universitas Indo Global Mandiri 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16239 10.21456/vol8iss1pp57-67 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 57-67 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16239/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/50797 2023-11-13T20:38:31Z jsinbis:RAC

Pengukuran Prestasi Belajar Mahasiswa Berdasarkan Prediksi Nilai Menggunakan General Linear Model Murad, Dina Fitria Wijanarko, Bambang Dwi Murad, Silvia Ayunda Windyasari, Vina Septiana Pandemic covid-19; machine learning; General Linear Model; prediction; artificial intelligence The Covid-19 pandemic is an international disaster experienced by almost all countries in the world. Several research results reveal the special impact of the pandemic on the education sector. Not only lecturers and students, but higher education providers also experience the same thing. Various adjustments were made so that all parties involved were able to adapt properly. It's been two years since the pandemic among us and during that time the learning process has continued. Based on this, several institutions began to take steps that raised questions about whether the learning achievement targets in each subject could still be achieved. This study aims to predict student grades using several machine-learning algorithms. The prediction results are a measure to find out whether learning outcomes have been achieved or not, if not achieved then additional steps need to be taken to help students. The results of this research are expected to help UNIS to prepare appropriate learning models for its students and ensure that all learning achievement targets are achieved. The research method used is a technique of machine learning. The results of this study indicate that the General Linear Model is a classification model with the best accuracy, which can be used to predict student achievement in certain classes based on the evaluation scores of the first structured activity (EKT1), midterm exams, grades (UTS), and second structured activity evaluation scores (EKT2). And it turns out that the UTS score has the greatest influence between EKT1 and EKT. Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50797 10.21456/vol13iss2pp135-142 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 135-142 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50797/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/5923 2016-04-05T14:49:59Z jsinbis:RAC

Sistem Pendukung Keputusan Penentuan Lokasi dan Pemetaan Secara Simultan dengan OLAP Pradhana, Harindra W Suryono, Suryono Widodo, Achmad This research proposes simultaneous localization and mapping (SLAM) system processed separately from the robot using data ware house. Information in the data warehouse processed separately to allow complex computation held without lowering robotic system performance. The system helps making decision by analyzing information in the data warehouse. Decision support information visualized in vector graphics to helps robotic information interpretation. This system use online analytical processing (OLAP) on processing and analyzing information in the data warehouse. Visualization process use SVG to display map from robotic data processing. Web server manages all of the processing and analysis of OLAP information and displays it through browser to the user. This research produces interactive and informative decision support system. The web server quickly process information and displays it to the browser. System processing and analysis generates relevant information with low error. For further research, conventional SLAM methods can be added to the server to operate the information in the data warehouse. Diponegoro University 2013-07-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/5923 10.21456/vol3iss2pp109-115 Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013; 109-115 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/5923/harindra

oai:ojs.ejournal.undip.ac.id:article/22685 2019-07-25T21:11:16Z jsinbis:RAC

Evaluasi Implementasi Radiology Information System Picture Archiving and Communication System (RISPACS) dengan Pendekatan Model HOT-FIT Suandari, Putu Vierda Lya Adi, Kusworo Suryawati, Chriswardani Evaluation system, HOT-FIT, RISPACS, PLS The application of current technology such as the Radiology Information System Picture Archiving and Communication System (RISPACS) in radiology that doesn’t meet the user’s expectation can raise the inconvenience and affect their productivity. To anticipate this, it is important to understand the basic factors that contribute to the reception and successfulness of applicating RISPACS. This study aims to describe the evaluation of the successful implementation of RISPACS using the Human Organization Technology (HOT FIT) model approach in Radiology Installation at Sanglah Hospital Denpasar. The data in this research were analyzed by Partial Least Square (PLS) test and measuring 71 radiologists as respondents who use RISPACS. The evaluation results of the Human Organization Technology (HOT FIT) model show that the successful implementation of RISPACS technology has a positive assessment that is seen from the user's attitude in responding to a RISPACS technology that is felt to be in accordance with the expectations and operational needs of the user. Variable of system quality, information quality, service quality have a positive influence on system user variable and user satisfaction. While the variable of system users, user satisfaction, organizational structure, and organizational environment had a positive and significant effect by the t-statistic value of >1,96. Diponegoro University Suandari, P.V.L, Diponegoro University Master University, Department of Public Health 2019-05-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22685 10.21456/vol9iss1pp55-62 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 55-62 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22685/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/22685/3252 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9877 2016-02-15T13:33:10Z jsinbis:RAC

Fuzzy Quantitive Strategic Planning Matrix dalam Perencanaan Strategi Perguruan Tinggi Wulandari, Fera Tri Widiyanto, Ibnu The strategic plan helps the college in determining the direction of the college to achieve a desired future and provides a framework for achieving competitive advantage. In the strategic planning process, the selection of strategies is essential if universities do not have the resources to implement all the strategies. FQSPM designed to determine the relative attractiveness of each alternative strategy using triangular fuzzy numbers. Merger FQSPM and FTOPSIS used in the decision-making process on strategic planning by a college to conduct the election strategy based on the results of internal and external analysis. The results of the strategic planning helps colleges determine the direction to achieve the desired future so that colleges can anticipate environmental changes and predict the risk while continuing to adjust the action with the aim to be achieved college. Keywords: Strategic Planning; SWOT; Fuzzy QSPM; Fuzzy TOPSIS Diponegoro University 2014-07-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9877 10.21456/vol4iss2pp130-138 Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014; 130-138 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9877/Fera%20Tri%20Wulandari

oai:ojs.ejournal.undip.ac.id:article/26345 2020-08-23T12:40:30Z jsinbis:RAC

Penggunaan Algoritma CART untuk Pemilihan Bingkai Kacamata dengan Penerapan Model Morfologi Indeks Wajah untuk Identifikasi Bentuk Wajah Retno Hapsari, Angga Ayu Gernowo, Rachmat Widodo, Catur Edi Decision Tree; CART; Eyeglasses; Face Shape; Morphological Facial Index The large variety of frame shapes and sizes make it difficult for consumers to choose which one suits their face. The absence of a standard frame style guide between face types against the eyeglass frame complicates the selection of eyeglass frames. The application of the Zen principle (balance) in the selection of the right frame expected to be a consideration in choosing eyeglass frame. Various forms of eyeglass frames that look like a square, round and oval make the Zen principle difficult to apply, so machine learning is needed to be able to create eyeglass frames selection system. Face shape identification help to determine eyeglass frames. Face shape identification is done based on the morphological facial index by calculating face length and width. The decision tree CART algorithm is chosen as a method for selecting eyeglass frames. The study uses 109 face data that have been selected by the optical, from 109 data divided into two parts, 100 training data, and 9 test data. The prediction system produces an accuracy value of 93% at max depth 6 for reading glasses and 91% for sunglasses. The implementation of the CART algorithm is proven to be able to predict the selection of eyeglass frames using morphological attributes of face index. Diponegoro University 2019-12-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26345 10.21456/vol10iss1pp1-9 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 1-9 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26345/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6056 2016-04-06T06:27:15Z jsinbis:RAC

Rancang Bangun Computer Assisted Instruction (CAI) Sebagai Media Pembelajaran Dalam Mata Pelajaran Fisika Sekolah Menengah Atas Harjanto, Arif Prahasto, Toni Suhartono, Suhartono Strategy of using of Computer Assisted Instruction (CAI) as learning media is needed for solving problems that rise in learning process. Good learning packaging give positive effect in improving human potency. CAI as learning media based on computer microprocessor is built as complement and support learning method that usually use lecturing method, information discussion, and presentation.  The goal of this research is design and build interactive learning media CAI by multimedia technology. Result of this research is CAI visualisation by tutorial model and simulation as physics learning media by computer for senior high school students, XI Grade. This research involve a number of 8 teachers and 90 student XI Grade as respondents. Respondents questionnaire result show that 91.11% of students state that CAI product is qualified, 75.11% of students state that material presentation are qualified, 95.11% of students state that CAI program can increase study motivation.Keywords : Computer Assisted Instruction (CAI); Learning Media; Multimedia; Physics. Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6056 10.21456/vol1iss3pp177-122 Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011; 177-122 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/6056/272

oai:ojs.ejournal.undip.ac.id:article/61890 2024-10-09T18:44:39Z jsinbis:RAC

Sistem Pendukung Keputusan Berbasis K-Means untuk Evaluasi Keberhasilan Bisnis dan Nilai Perusahaan Sarmini, Sarmini Ma'arifah, Windiya Tahyudin, Imam Decision Support System (DSS); Clustering; K-Means; Silhouette Coefficient; Company Value; Rapid Application Development (RAD) Business development is in line with the development of increasingly sophisticated technology. This requires every company to compete and be motivated to increase its value as an indicator of success in managing the company so that investors are interested in investing. This study aims to design a K-means-based Decision Support System with a clustering approach to classify the growth rate of company value. Investment Opportunity Set (IOS) and profitability variables are the leading indicators of increasing company value. The problem formulation is how the design of this K-means-based decision support system can assist in classifying the growth rate of the company's value based on the IOS and profitability variables. This research aims to produce a decision support system that can organize the growth rate of company value using the K-means method. System testing is conducted to evaluate the effectiveness of the applied clustering method, focusing on the accuracy of the results. The weighting of IOS and profitability variables is based on the percentage of positive relationship to firm value, and the ultimate goal is to group companies with different growth rates. As a result, the K-means-based Decision Support System, or "Business Growth Prediction Decision Support System," successfully clustered the growth rate of firm value. With reasonable accuracy, measured using the silhouette coefficient, the calculation results show an overall mean silhouette coefficient of 0.684, close to the maximum value of 1. This result confirms that this decision support system can group companies in the L (Low), M (Medium), and H (High) categories based on the level of value growth, using the IOS and profitability variables as the leading indicators. Thus, this research supports decisions related to company growth strategies using K-means-based decision support systems. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/61890 10.21456/vol14iss4pp363-374 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 363-374 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/61890/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/61890/15800 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10492 2016-12-27T01:30:17Z jsinbis:RAC

Rancang Bangun Tata Kelola Kinerja Perguruan Tinggi Menggunakan IT Balanced Scorecard Solechan, Achmad Prasandy, Teguh information technology governance, IT Balanced Scorecard, and colleges Budgeting most colleges are not based on good governance and conceptual, but based on short-term needs in each college. Other problems are related to the use of information technology in both hardware, software and brain ware (user) in the management of information technology is still not well-thought in its development. This research aims to design a wake-up governance by using the Information Technology IT Balanced Scorecard framework is a system of management, measurement and control quickly, accurately and comprehensively can provide insight to the Leadership of the portrait and the development of information technology in institution. Information system development using SDLC (system development life cycle). College performance measurement method using IT balanced scorecard framework. The results showed that the use of information systems governance college performance using IT Balanced Scorecard help the efficiency and effectiveness in making an evaluation report IT governance, helping the presentation of information and error reduction calculations, the transaction data maintained intact his security, was able to complete the reporting process with fast, speed up the calculation process and the conclusion of the assessment of the performance of the college.  Diponegoro University 2016-05-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10492 10.21456/vol6iss1pp84-89 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 84-89 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10492/pdf Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/32735 2021-09-01T00:20:12Z jsinbis:RAC

Desain Business Intelligence untuk Manajemen Rumah Sakit Miranda, Eka Firmansyah, Firmansyah Emerald, Davies Ezra Business Intelligence; BI roadmap; Hospital; Dashboard Organizational management, as well as hospital management, could not work precisely without defining the performance indicators to control all business process. This situation encourages the need for information and data analysis availability. BI includes applications, infrastructure, tools and practices that enable organizations to access and analyze data and information to improve and optimize the decisions and organization performance. BI has the potential to improve the quality, efficiency and effectiveness of hospital health services as well. The objective of this study was to design business intelligence prototype for the hospital. BI design was carried out with a Business Intelligence Roadmap approach which has 6 main stages, namely: (1) Justification, (2) Planning, (3) Business Analysis, (4) Design, (5) Construction and (6) Deployment. Data were collected from hospital activities includes registration, Electronic Medical Record (EMR) in the Imaging, Laboratory, Pharmacy, Operating Theater and Medical Check-Up departments activities. Designing BI was preceded by identifying technical and non-technical needs, then continued by designing BI itself. BI roadmap approach was used for this propose. Technical requirements for designing BI include hardware and software infrastructure readiness, while non-technical requirements include Business Analysis which consists of Project Requirements Definition, Data Analysis, Application Prototyping and Metadata repository Analysis. Designing BI itself includes: Designing a multidimensional database and designing ETL. The user interfaces for  BI was shown in the Performance Dashboard, which allows organizations to track all aspects of their daily business activities and performance. Diponegoro University 2021-08-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32735 10.21456/vol11iss1pp62-69 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 62-69 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32735/pdf_1 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6114 2016-04-06T06:38:56Z jsinbis:RAC

Sistem Pakar Fuzzy Untuk Optimasi Penggunaan Bandwidth Jaringan Komputer Mustaziri, Mustaziri The need for bandwidth availability today is very high along with the increase of infrastructural growth of internet network. Therefore, the presence of efficient, reliable, and economical service availability system is required. It can be achieved byperforming  good  and  appropriate  system  planning.  In  providing  efficient  and  reliable  internet  services,  one  of  the supporting factors is the optimization of bandwidth using. To optimize the use of bandwidth, we use fuzzy expert system by Sugeno method. This fuzzy expert system use 3 input variables, such as lecture room, day, and t ime, with one output variable of the capacity of bandwidth used. Rule base being made based on the consultation with the expert to determine the rule base for fuzzy  system input.  The computation to determine the average error using the computation formula  of MAPE  (Means  Absolute  Percentage  Error)  which  is  the  error  median  of  absolute  percentage.  The  data  of  the  research results on the optimization of bandwidth using in fuzzy expert system with Sugeno method obtain from verification, that is by comparing actual data to prediction data with fuzzy system. The average error result is 6,5142 %.Keywords: Fuzzy Expert System; Optimization; Bandwidth Diponegoro University 2014-01-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30 10.21456/vol2iss1pp027-035 Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012; 027-035 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/30/297

oai:ojs.ejournal.undip.ac.id:article/71816 2025-07-07T19:24:14Z jsinbis:RAC

Implementation of Project Management in the Development of an Android-Based Household Waste Monitoring System using JIRA Software Bunga, Munengsih Sari Gernowo, Rahmat Ishlakhuddin, Fauzan Mulyani, Esti Fikri, Moh Ali Rosyalia, Syofi Project Management; Household Waste Monitoring; IoT Technology; Agile/Scrum; JIRA Software The increasing amount of household waste presents a major environmental challenge, worsened by inefficient and outdated waste management practices. Traditional systems lack real-time monitoring and responsiveness, creating a gap in timely waste management. This research introduces a creative solution through the development of an Android-based Household Waste Monitoring System, integrating Internet of Things (IoT) technology to provide real-time data on waste bin capacities and immediate notifications. Unlike conventional approaches, this system creatively bridges the gap by enabling proactive waste management through instant alerts and real-time tracking, allowing users to act before issues escalate. The system development follows an Agile/Scrum framework, fostering rapid iteration and user-driven enhancements. Through the innovative application of IoT and Agile methodologies with JIRA Software, this solution effectively addresses the inefficiencies of current waste management systems, as evidenced by an 80% success rate across five testing activities. This creative approach not only improves development efficiency but also accelerates adaptability in response to evolving waste management needs. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71816 10.14710/vol15iss2pp204-210 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 204-210 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71816/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12746 2020-04-17T08:08:42Z jsinbis:RAC

Identifikasi Tantangan Adopsi E-commerce Pada Rumah Produksi Seulanga Juwita, Juwita Risa, Nursanty Heru, Fahlevi Fishbon; 4P Approach; E-commerce Peukan Bada is one of districts in Aceh Besar which directly opposite to Indian Ocean. This district had abundant marine fishery resources. In 2016  Seulanga home production has implemented E-commerce website to support their sales and promotion process, but after six months of releasing, there were no transcations occured. Fourth stage of  E-commerce adoption in small and medium bussiness were achieved, if online transactions including ordering and payment have occured. To achieved that a reliable e-commerce website and organizational readiness was needed.The objective of this study was to  identify the challenge of E-commerce adoption in Seulanga home production. It used Fishbone cause and effect with  4P  approach (Price, Product, Place and Promotion). Data collecting using focus group discussion and site search testing technic. This research taken place in Peukan Bada district, Exactly in Lamteungoh village. This research had successfully identified causes that challenge the E-commerce adoption in seulanga home production, those were : product were unregistered, the fluctuative price, no managerial skilled staf and IT skilled staff, no promotion strategy applied and unsmart site search features. All those factors become barries of E-commerce adoption for seulanga home production, so Seulanga need external intervention to cope their continuity in bussiness Diponegoro University Universitas Syiah Kuala 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12746 10.21456/vol7iss2pp104-113 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 104-113 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12746/pdf Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/46785 2023-10-22T22:31:35Z jsinbis:RAC

Analisis Adopsi Sistem ERP dalam Mengoptimasi Industri Pangan Menggunakan SEM dan Model UTAUT2 Panduwiyasa, Haryasena Yahya, Rachdian Habi Enterprise Resource Planning; UTAUT2; ERP Adoption; Entrepreneurs; Food Industry; PLS-SEM In the era of Society 5.0 and the post-COVID-19 recession, entrepreneurs experienced digital disruption and economic instability, especially in the food industry sector. The low awareness of entrepreneurs in adopting technology and information systems, as well as their doubts about the high cost and time that needs to be allocated, are also reasons why the process of adopting technology and information systems is increasingly difficult to realize. To overcome costs and a relatively long development process, one of the efforts that companies can make is to adopt an open-source Enterprise Resource Planning (ERP) system that is useful for supporting resource management and decision-making. The purpose of this research is to prove how the adoption of ERP systems can support business digitalization processes and can produce industrial systems that are agile, effective and efficient. A series of analyzes were carried out using a survey aimed at 292 food industry business actors who had been digitalized by ERP, to prove the influence of behavioural factors on ERP usage using the UTAUT2 model, with the variables tested including performance expectations (PE), effort expectations (EE), price values (PV), facility conditions (FC), habits (HT), and behavioural intention (BI) toward the use behaviour of ERP (UB) in the food industry sector in Central Java, Indonesia. Diponegoro University 2023-06-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46785 10.21456/vol13iss1pp10-19 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 10-19 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46785/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6996 2017-03-03T14:00:19Z jsinbis:RAC

Penerapan Metode AHP-TOPSIS Untuk Penyeleksian Permohonan Kredit Pada Koperasi Pegawai Republik Indonesia Gani, Hilmansyah Suseno, Jatmiko Indro Credit; Cooperation; Decision Support Systems (DSS); AHP-TOPSIS In this study discusses the selection of a decision support system of credit proposals, which make loans to members of the Cooperative Republic of Indonesia ( KPRI ) savings and loan. Decision support system used to aid managers in determining which members are entitled to be given a loan. Errors in granting loans to members of the cooperative will menyebebakan loss or bad credit cooperatives. The method used in this study are TOPSIS ( Technique Order Preference by Similarity to Ideal Solution ) and AHP ( Analytical Hierarchy Process ). TOPSIS is used for ranking members of the cooperative are given a loan, while the AHP is used for the weighting of the criteria used in TOPSIS. The results of this study is an application or software that can menentukkan members who make loans based on lending criteria, large installment, destination, length installment, the basic salary, the last member status, previous loans, and deposits. So that these applications can provide a solution for managers in selecting members to be given credit loans. Diponegoro University Magister Sistem Informasi UNDIP 2015-04-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6996 10.21456/vol5iss1pp33-39 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 33-39 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6996/pdf

oai:ojs.ejournal.undip.ac.id:article/76467 2026-05-16T14:08:22Z jsinbis:RAC

Implementation of a Raw Material Inventory Control Information System Using the Continuous Review System Method at Naf’a Bakery Vitadiar, Tanhella Zein Prismana, I Gusti Lanang Putra Eka Permadi, Ginanjar Setyo Inventory Control; Continuous Review System; Naf’a Bakery; Operational Efficiency; Storage Costs Effective inventory management is crucial in manufacturing industries to ensure smooth production and minimize operational costs. This study aims to design and implement an inventory control system based on the Continuous Review System (CRS) method at Naf’a Bakery, a small business located in Desa Canggu, Kediri. The implementation of CRS is expected to optimize raw material inventory, reduce storage costs, and avoid the risks of stockouts or overstocks. The methods used include observation, interviews, and demand data analysis to calculate the reorder point (ROP), optimal order quantity (EOQ), and safety stock. The results show that the implementation of CRS can reduce storage costs by approximately 30% and ordering costs by about 25%, while improving operational efficiency compared to the previous manual system. The CRS-based information system allows Naf’a Bakery to monitor inventory in real-time, ensuring that raw materials are always available at optimal levels and providing flexibility to adapt to demand fluctuations. Thus, this system not only enhances inventory management accuracy but also reduces waste and improves profitability. This study provides significant contributions to the development of more efficient inventory control systems for small and medium enterprises. Diponegoro University 2025-12-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/76467 10.14710/vol15iss4pp473-479 Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press); 473-479 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/76467/pdf Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/19504 2018-12-26T00:47:38Z jsinbis:RAC

Analisis Perencanaan Strategis Sistem Informasi Pada Manies Group Madiun dengan Pemodelan Ward And Peppard Untuk Meningkatkan Pelayanan Pelanggan Anardani, Sri Putera, Andi Rahman Information Systems; Strategic Planning; Ward And Peppard Modeling, Value Chain Analysis, PEST Analysis, Strategic Grid McFarlan.. Manies Group is a company engaged in the sale of fashion that has been known by the people of the City of Madiun since 1971. Business competition is getting higher with the construction of several Mall and Department Stores. One strategy to deal with such competition is through information technology and information systems. For this reason, it is necessary to analyze the information system strategic planning for Manies Group. The purpose of this study is to identify data needs to develop information systems and information technology. The planning analysis methodology uses the framework of John Ward and Joe Peppard. The analysis results are mapped using portfolio designs using McFarlan's Strategic Grid. The final result of this research is a document on the IS / IT strategic plan that supports the process of designing and building information systems for Manies Group Diponegoro University 2018-10-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19504 10.21456/vol8iss2pp211-217 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 211-217 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19504/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59368 2024-04-18T20:20:38Z jsinbis:RAC

IT Governance Design in XY University using Cobit 2019 Framework Mangoki, Willson Manongga, Danny Iriani, Ade IT Governance; University; Cobit 2019 The management and control of information and technology at the university were required for IT's finest use, but in line with organization goals, they can be realized with the use of IT governance. This research uses a qualitative approach with techniques such as interviews, observation, expert judgment, and literature studies that are relevant to the concept of IT governance with the COBIT framework and its application in various fields. This research presents an IT governance design that is considered suitable to be applied at XY University using COBIT 2019 Framework. 10 design factors and 40 IT processes listed in COBIT 2019 are used as parameters. The results obtained from four processes with scores ranging from 50 to 100 with capability levels 3 and 4, namely APO04-Managed Innovation, APO03-Managed Enterprise Architecture, APO07-Managed Human Resources, and BAI07-Managed IT Change Acceptance and Transitioning, are translated into recommendations for actions that need to be taken in implementing IT governance. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59368 10.21456/vol14iss2pp111-122 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 111-122 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59368/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis (JSINBIS)

oai:ojs.ejournal.undip.ac.id:article/25354 2020-04-17T08:13:16Z jsinbis:RAC

Penentuan Lokasi Tempat Pembuangan Sementara Sampah Menggunakan Metode Brown Gibson Berbasis Sistem Informasi Geografis Sihotang, Dony Martinus Tarus, Karen N.V Widiastuti, Tiwuk Temporary Landfill; Decision Support System; Brown Gibson. The problem of waste has not been handled well, especially in cities, including the city of Kupang.  Placing the right location of the trash can be one of solutions to the waste problem.  The purpose of this study is to combine decision support systems and geographic information systems to determine the location of TPS locations. There are two stages of analysis, the Brown Gibson method to determine which alternative is best for construction temporary landfill and the second analysis using the GIS approach to determine suitable point. The alternative is Neigborhoods (RT) in the Nefonaek, Kupang. The results showed that in the RT22, RT17, and RT18 which is outside the buffer area were selected as the best candidates for the new location of TPS. The system is tested in two ways, testing the blackbox using questionnaire on two respondents, and the accuracy that compares the results of the system and the results of expert. From the results of the blackbox testing, the percentage values for each GUI, Function, and information obtained were 94%, 92.5%, and 97.5%. And from Accuracy testing, obtained the value of accuracy on the first staff is 86.67% and for the second staff the accuracy value is 80%. From the two staffs obtained an average accuracy of 83.34%. Diponegoro University 2019-11-13 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25354 10.21456/vol9iss2pp177-184 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 177-184 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25354/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25354/4316 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/65746 2024-08-07T01:29:42Z jsinbis:EDT

Back matter JSINBIS 14 (3) 2024 Mustafid, Prof Back matter JSINBIS 14 (3) 2024 Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/vnd.openxmlformats-officedocument.wordprocessingml.document application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65746 10.21456/vol14iss3ppvii Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; x 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65746/26452 https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65746/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9916 2017-08-30T17:17:24Z jsinbis:RAC

Sistem Gesture Accelerometer dengan Metode Fast Dynamic Time Warping (FastDTW) Chaerul Haviana, Sam Farisa Human and Computer Interaction, Accelerometer-based gesture, FastDTW, Media player application function In the modern environment, the interaction between humans and computers require a more natural form of interaction. Therefore, it is important to be able to build a system that can meet these demands, such as by building a hand gesture recognition system or gesture to create a more natural form of interaction. This study aims to design a smartphone’s accelerometer gesture system as human computer interaction interfaces using FastDTW (Fast Dynamic Time Warping).The result of this study is form of gesture interaction which implemented in a system that can make the process of recognition of the human hand movements based on a smartphone accelerometer which generates a command to run the media player application functions as a case study. FastDTW as the development of Dynamic Time Warping method (DTW) is able to compute faster than DTW and have an accuracy approaching DTW. From the test results, FastDTW show a fairly high degree of accuracy reached 86% and showed a better computing speed compared to DTW   Diponegoro University 2015-10-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9916 10.21456/vol5iss2pp151-160 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 151-160 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9916/pdf

oai:ojs.ejournal.undip.ac.id:article/32570 2020-12-29T22:45:40Z jsinbis:RAC

Implementasi WPA2 Enterprise dan LDAP Dalam Membangun Sistem Informasi Kehadiran Karyawan Prismana, IGL Putra Eka Permadi, Ginanjar Setyo Khamdani, Wahyu Attendance; WIFI; WPA2; LDAP Technological developments have a positive effect on agencies and companies, one of which is the innovation of employee attendance registration using the internet network media. Employee attendance system model using internet network will certainly make it easier to control employee attendance. The internet network is an important part of every agency in helping its performance and can also be used as an attendance system. WPA2 Enterprise implementation is used as authentication using the provided email and password. Devices that have been connected to the network will automatically be recorded in the employee attendance system. The implementation of WPA2 Enterprise requires freeradius assistance in processing authentication data from employees which will then be verified again through LDAP, in this case UNESA uses Google LDAP. The attendance system by implementing WPA2 Enterprise has been tested by implementing the Technology Acceptance Model (TAM) method resulting in 43% answering strongly agree and 56% answering agreeing. The analysis is based on 78 employees who gave their assessments. Based on the results of the acceptance analysis of the system, it is stated that it can be applied at UNESA. Diponegoro University 2020-12-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32570 10.21456/vol10iss2pp195-202 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 195-202 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32570/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/32570/7168 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6055 2016-04-06T06:26:57Z jsinbis:RAC

Sistem Informasi Ekstensibilitas E-Commerce Berdasarkan Data Trafik Menggunakan Statistik Proses Kontrol Gunawan, Andi Mustafid, Mustafid Sugiharto, Aris The concept of quality control has been widely used in companies for the fulfillment of customer satisfaction on products produced. Loss of customers due to in appropriate quality standards are important avoided by the company. This study aims to establish quality control information system e-Commerce in the diagram view map control. In this study, it is used Statistic Process Control (SPC) method. In the early stages, e-Commerce is assumed to have  met  with quality variable of EWAM  method. Transaction visitation opportunities at a certain period used as a parameter of quality, and is called extensibility. The visitation data were collected by web traffic and applications and transaction data that occur in e-Commerce. Waterfall model approach was used in the prototype development process. The results of this  study  was  the  extensibility  of  e-Commerce  information  system.  Automation  of  data  collection  occurs  in  real  time  information system, so  that the e-Commerce extensibility statements can be  continuously  monitored. Analysis of results displayed by the  control chart suggested that a sustain effort in the control of extensibility can provide benefits in an effort to retain customers while management can  use  number  of  extensibility  variable  in  increasing  profitability  of  the  company  or  the  consideration  of  using  e -Commerce. Completion  of  e-Commerce  extensibility  can  gradually  be  increased  through  the  reduction  of  extensibility  variation,  while  the improvement of extensibility relies on the reparation of e-Commerce systems associated with EWAM variable.Keywords : E-Commerce; Web traffic; Extensibility;  Quality control; Automation Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17 10.21456/vol1iss3pp109-116 Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011; 109-116 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/17/271

oai:ojs.ejournal.undip.ac.id:article/71809 2026-05-11T08:27:48Z jsinbis:RAC

Digitizing Village Administration in Sleman with a Web-Based System using RAD Method Amalia, Dita Rizki Farismana, Riyan Pramadhana, Dian Community Service Initiative; Web-Based Information System; Village Administration; Digital Technology; RAD Method This community service initiative focuses on developing a web-based information system for village administration in Sleman Village, located in the Sliyeg District of Indramayu Regency. In the Technology 4.0 era, integrating digital technology is crucial to addressing the complexities of IT infrastructure and enhancing organizational competitiveness in the global arena. Sleman Village, within the local government framework, struggles with managing administrative data manually, which limits information accessibility and transparency. This community service aims to identify the obstacles and requirements in managing village administrative data and to implement a web-based administration information system. The project’s approach includes conducting partner surveys, customizing the system to meet the village’s needs, preparing for implementation, and conducting a final evaluation. By making the village administration information system accessible to the public, administrators, and village staff for administrative tasks, particularly letter submissions, the system results in a customizable design, collaboration with stakeholders, user-friendly features, phased training and assistance, and improved public accessibility. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71809 10.14710/vol15iss3pp395-401 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 395-401 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71809/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12029 2020-04-17T16:18:55Z jsinbis:RAC

Penerapan Metode Economical Order Quantity Untuk Sistem Stok Barang Penggudangan dengan menggunakan teknologi Radio Frequency Identification Istanto, Teddy Economical Order Quantity; Reorder Point; safety stock; Radio Frequency Identification The application of Economical Order Quantity method to stock warehouse system by using Radio Frequency Identification technology can provide information that can minimize stock availability in real time.  The research aims to develop the stock system using the methods of Economical Order Quantity, Reorder Point and Radio Frequency Identification technology. Computation of Economical Order Quantity is used per month with variables covering amount of raw material, ordering cost and storage cost. Reorder Point computation using lead time variable, raw material usage and safety stock. Safety stock is used if there is a delay in delivery of goods from suppliers, so it does not run out of raw materials and the company can still operate. The inventory data is obtained from transactions of incoming and outgoing goods which are recorded automatically when passing through Radio Frequency Identification reader. The computation of Economical Order Quantity, Reorder Point produces safety stock as output stock system. With the stock of goods in accordance with the fulfillment of Safety stock, then there is no delay in the delivery of goods from suppliers, so it does not run out of raw materials, after determination of the value of re-ordering. Diponegoro University 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12029 10.21456/vol7iss1pp59-65 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 59-65 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12029/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/46007 2023-03-01T18:43:29Z jsinbis:RAC

Algoritma C4.5 Untuk Klasifikasi Kelayakan Kredit Calon Debitur Pada Sistem Informasi Penjualan Sutjiadi, Raymond Rahmawati, Titasari Prahartiwi, Anindya Ayu Black Box Testing; Credit Worthiness; C4.5 Algorithm; Incremental Model; Sales Information System In the era of information technology, the internet can be used as a medium to sell goods easily. By using the web-based information system, market coverage can be leveraged and the probability of getting customers is bigger. In a transaction, especially in the retail market, the process of buying is usually carried out using a credit payment system. Of course, in order to approve credit application is required scrutiny assessment from creditor to debtor profile to guarantee the payment continuity. In this research is developed a sales information system, which is integrated with creditworthiness determination feature using C4.5 algorithm. In this system, customers are able to buy and also apply credit. The credit application process can be rejected or accepted by the admin by looking at the credit trustworthiness as the result of C.45 algorithm process. By using this feature can be determined whether a debtor is qualified or not to receive credit, based on profile qualification such as occupation type, number of dependents, and domicile status. To develop information systems is used the method of Incremental Model. This method is chosen to prioritize the finishing system by its urgency, separated into several sub-processes, i.e., sales information system, account management, purchasing, and admin. The system implementation result is tested using the Black-Box Testing method, which is considered the most effective to test the system comprehensively. Also, from the test result of creditworthiness determination feature is obtained accurate result with the average value of Precision = 0.876, Recall = 0.952, and F-Measure = 0.912. Diponegoro University 2022-12-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46007 10.21456/vol12iss2pp89-97 Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022; 89-97 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46007/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/46007/10587 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/2096 2016-04-05T14:46:10Z jsinbis:RAC

Sistem Informasi untuk Transaksi dan Analisis Inventori Damayanti, Cynthia Mustafid, Mustafid Sarwoko, Eko Adi This research aim to developed an inventory information system which integrated convensional data records with an analysis system based on inventory theories to answer questions about supplying stock, i.e. the latest inventory counts, prediction of future sales, when to order supply and how much to order these supply. In this research, purchasing and selling data records that usually seperated, had been integrated into an inventory database so up to date inventory list can be shown at demand. Furthermore, with data of past time sales, system will predict future sales using Least Square Linear Regretion method and Moving Average method. Inventory analysis will determine the Economic Order Quantity and Reorder Cycles for single item and multi item. An early warning also will notify user when an item reach the reorder point. This information system software that can be used to answer similar inventory problems in retail or warehouse company. As addition, research shown that sales with increasing/decreasing pattern had a more accurate prediction using Linear Regretion, while Moving Averages are better for stable sales. Research also shown multi items order collectively for the same supplyer more cost beneficial rather than single item orders. Diponegoro University 2011-04-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/02 10.21456/vol1iss1pp9-15 Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011; 9-15 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/75670 2025-07-07T19:24:15Z jsinbis:EDT

Back matter JSINBIS_15 (2) 2025 JSinbis, Editorial - Diponegoro University 2025-07-08 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/75670 10.14710/vol15iss2pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/75670/28819 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/19975 2018-12-28T12:53:39Z jsinbis:RAC

Analisis Penerimaan Teknologi E-retribusi Pasar dengan Pendekatan Theory of Reasoned Action Magdalena, Maria Sediyono, Eko Marwata, Marwata E-retribution Market; TRA; Technology Acceptance; PLS The Trade Service The Salatiga City Government applies non-cash market retribution (market e-retribution) in improving the quality of services that are transparent and accountable in traditional markets. Given that there has been no research discussing the acceptance of market e-retribution technology, this issue can be an interesting topic to study. Theory of Reasoned Action (TRA) is used as a conceptual model in this study with the aim of investigating the factors that influence the acceptance of market e-retribution technology in traditional market traders in the city of Salatiga. The results of this study indicate that perceptions of usefulness, perception of self-efficacy and subjective norms have a positive effect, but are not statistically significant, while perceptions of compatibility and attitude have a positive and statistically significant effect Diponegoro University 2018-10-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19975 10.21456/vol8iss2pp174-180 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 174-180 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19975/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/53566 2023-12-31T10:13:04Z jsinbis:RAC

Analisis Implementasi Multi-Attribute Border Approximation Area Comparison pada Sistem Pendukung Keputusan Pemberian Bonus Karyawan Mahmudiyah, Zuhdiana Yanitasari, Yessy Supriyadi, Supriyadi Perusahaan; Gaji; Bonus; Sistem Pendukung Keputusan; Multi-Attribute Border Approximation Area Comparison (MABAC) Setiap perusahaan atau instansi akan memberikan gaji sebagai kompensasi bagi karyawannya. Gaji adalah sejumlah uang yang diterima oleh tenaga-tenaga majerial dan tata usaha atas sumbangan jasanya setiap bulan. Disamping memberikan gaji pokok, perusahaan akan memberikan bonus bagi karyawannya untuk memacu produktifitasnya dalam bekerja. Dalam menentukan karyawan yang layak menerima bonus masih manual yaitu dengan membandingkan kinerja karyawan. Proses input dan penghitungan masih melihat data, serta masih dalam bentuk keputusan dari satu pihak saja. Untuk itu maka dibutuhkan suatu penerapan teknologi informasi pada saat pengambilan keputusan. Sistem ini bertujuan untuk membantu manager dalam mengambil keputusan, agar dalam pengambilan keputusan bisa lebih tepat. Untuk dapat menentukan sebuah keputusan yang tepat, perlu adanya kriteria-kriteria sebagai tolak ukur, kriteria yang digunakan pada penelitian ini ada lima yaitu absensi, lama bekerja, pendidikan, kreatifitas dan disiplin kerja dibantu dengan teknologi informasi untuk pengambilan keputusan berdasarkan kriteria-kriteria tersebut. Teknologi yang dimaksudkan adalah Sebuah Sistem Pendukung Keputusan (SPK) yang menggunakan penerapan metode Multi-Attribute Border Approximation Area Comparison (MABAC). Pada hasil penilaian yang telah dilakukan, diperoleh data berdasarkan metode MABAC, alternatif karyawan dengan nilai paling rendah adalah karyawan Brhn S dengan nilai -2.9491 nilai paling besar adalah karyawan Rsdn dengan nilai 8.6009. Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53566 10.21456/vol14iss1pp20-28 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 20-28 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53566/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9865 2016-01-02T04:06:02Z jsinbis:RAC

Penerapan Metode Self-Organizing Map (SOM) Untuk Visualisasi Data Geospasial Pada Informasi Sebaran Data Pemilih Tetap (DPT) Anis, Yunus Isnanto, R.Rizal A Self-Organizing Map (SOM ) is a neural network method that has been introduced by Professor Teuvo Kohonen since 1980, as an artificial neural network topology without supervision (Unsupervised ANN), in which the learning process does not require supervision or target output. In this paper, the implementation methods of SOM is used to perform data clustering voters (DPT) in the General Election Governor level. The results of the clustering process then used to perform data classification air-geographical references (geo-referenced) that integrates visualization of the output space through a cartographic representation of the color settings, and explore the use of line width between the boundary-water element geographic reference, calculated according to the distance in the input space is best between locations. Clustering results is then used as the basis for determining the color criteria in the development of the Web-GIS application based on interval number of voters.   Keywords : Self-organizing map; Unsupervised ANN; Clustering; Geo-referenced; Cartographics representation Diponegoro University 2014-04-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9865 10.21456/vol4iss1pp48-57 Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014; 48-57 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9865/Yunus%20Anis

oai:ojs.ejournal.undip.ac.id:article/59210 2024-08-07T01:29:42Z jsinbis:RAC

Penilaian Information Technology Service Management Sistem Akademik pada Domain Service Operation dengan Pendekatan Framework ITIL V3 Tarwoto, Tarwoto Ma'arifah, Windiya Sarmini, Sarmini Teknologi Informasi; ITSM; ITIL; Maturity Level; Service Operation Information Technology utilization is vital in designing information systems to support business success. Thus, information technology governance becomes very important to produce information systems that are by the vision and mission of higher education institutions. As a technology-based university, Amikom Purwokerto University provides an Academic System to facilitate various academic and non-academic student services. This research was conducted to evaluate the Academic System services of Amikom Purwokerto University with a focus on operational aspects, especially in the Service Operation domain with subdomains request fulfillment process and incident management process. The services provided by the Academic System positively impact students and related parties. Still, there is often a connection failure problem on the server caused by inadequate operations and server overload. This research uses the Information Technology Infrastructure Library Version 3 (ITIL-V3) Framework, specifically the Service Operation subdomain, to assess and improve the maturity level of IT service management. This research found that the Academic System is at level 4 (managed) through maturity level calculations, showing efficiency in work processes and incident handling. By implementing recommended improvements to the request fulfillment and incident management process, this research aims to increase the IT service maturity level towards level 5 (optimized), reflecting the highest level of maturity and excellence. In conclusion, these improvements will deliver maximum value to the business and users, ensuring that Academic Systems executes processes and continues to implement improvements and innovations to remain relevant and high-performing in a dynamic environment. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59210 10.21456/vol14iss3pp200-209 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 200-209 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59210/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/59210/14901 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9892 2016-04-18T16:19:56Z jsinbis:RAC

Pengembangan Sistem Informasi Untuk Menentukan Prioritas Pemberian Kredit dengan Metode Promethee Sujarwo, Sujarwo This study develops an information system for decision-making on priority lending and introduce new information into the decision-making process resulting in the selection process more realistic.The method used in this research method PROMETHEE "Preference Ranking Organization Method for Enrichment Evaluation" is used in a decision support system for its simplicity, clarity, and stability with the assessment of several alternative criteria for determining the order of decision making (priority) in the multicriteria analysis. After that, compared with the manual calculation of the bank. This method can be applied to all types of decision-making problems with heterogeneous information and multigranular. The result of this study is that the information system built to produce a ranking as follows: A prospective customers rank 1, C rank 2, B rank 3, E rank 4, D rank 5, and F rank 6, then compared that with the manual there is a difference ranking ranking which puts prospective customers in rank F 4 which turns the loan installment payments problems occur. Keywords: Promethee; Rank; Decision Making System. Diponegoro University 2015-04-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9892 10.21456/vol5iss1pp47-51 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 47-51 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9892/pdf

oai:ojs.ejournal.undip.ac.id:article/26962 2020-08-23T12:43:38Z jsinbis:RAC

Usability Evaluation Aplikasi Berbasis Website dengan Menggunakan Metode Importance Performance Analysis Fajar Alam, Putra Wulandari, Sari Usability Evaluation; IPA; Waste Bank ; Online Waste Management System; Web Usability The Ministry of Environment and Forestry provides an appeal to waste banks to use online systems in managing waste bank activities. The online system referred to is the online waste management system through the banksampah.id account. However, the level of activity of garbage banks in using the online system is relatively low (36.46%). Besides, in 2019, the Bandung City DLH has used banksampah.id as an application in evaluating the performance of waste banks. Therefore, this study was conducted aiming to evaluate the level of usability of banksampah.id so that it can be known aspects of banksampah.id that need to be improved. Evaluation of usability level is carried out using the Importance Performance Analysis (IPA) method. The usability evaluation results show that there are 7 usability attributes in the "Concentrate Here" category, 10 usability attributes in the "Keep Up The Good Work" category, 8 usability attributes in the "Low Priority" category and 9 usability attributes in the "Possible Overkill" category. Improvements to usability banksampah.id focus on 7 attributes categorized as "Concentrate Here" namely (1) availability of procedures for the use of various applications, (2) procedures for using applications that have been available easily understood by users, (3) completeness of customer profile, (4) availability of up-to-date customer data, (5) speed in data processing, (6) availability of communication features between Garbage Banks, and (7) availability of communication features between Garbage Banks and collectors. Diponegoro University 2020-08-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26962 10.14710/ijfst.%v.%i.239-248 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 122-130 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26962/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/26962/6092 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6039 2016-04-06T06:12:33Z jsinbis:RAC

Studi Komparasi Ukuran File Hasil Deteksi Tepi Menggunakan Operator Sobel, Roberts, dan Prewitt Syafei, Wahyul Amien Bowo, Subchan Ajie Ari Perkembangan  teknologi  digital  yang  merambah  dunia  citra  meningkatkan  keleluasaan  memanipulasinya  untuk  berbagai  keperluan.Deteksi tepi dalam ranah pengolahan citra digital adalah suatu proses yang bertujuan untuk mendeteksi garis tepi yang membatasi duawilayah citra. Paper ini membahas tiga operator deteksi tepi, yaitu Sobel, Roberts, dan Prewitt. Studi komparasi ketiga operator padacitra yang sama menunjukkan bahwa operator Roberts menghasilkan ukuran file terkecil setelah Prewit dan Sobel.Keywords: Komparasi; Deteksi tepi; Wilayah citra; Operator Diponegoro University 2011-04-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/04 10.21456/vol1iss1pp22-26 Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011; 22-26 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/04/258

oai:ojs.ejournal.undip.ac.id:article/64363 2025-06-12T07:30:50Z jsinbis:RAC

Analisis Pengembangan Arsitektur Enterprise PT Cottonink Duo Kreasindo Pasca Implementasi Sistem ERP SAP Business One dengan Pendekatan TOGAF Framework Hidayat, Muhammad Imam Arief, Rifiana SAP Business One, TOGAF ADM, Enterprise Architecture, Business Architecture, Data Architecture, Application Architecture, Information System PT Cottonink Duo Kreasindo utilizes SAP Business One technology to assist business operation used production, warehouse, MD Sales and operational as the moduls. In practice, deficiencies are still found that hamper work and operational productivity to improve information system support to improve and complete requirement. To ensure that PT Cottonink Duo Kreasindo require a system that able to facilitate users and run optimally, a paradigm requires function is to plan, design and develop the system; enterprise architecture. Enterprise architecture expectantly able to provide solutions for PT Cottonink Duo Kreasindo to increase the productivity and further align business strategy with the company's information systems. The TOGAF ADM method applied in this research. The blueprint resulting by enterprise architecture planning using the TOGAF ADM method includes detailed architectural designs, including business architecture, data architecture, application architecture, information system architecture, and technology architecture. There are two modules that need to be removed and six modules that need to be added to the business architecture; three modules that need to be removed and two modules that need to be added to the data architecture; as well as four modules that need to be added to application architecture and technology architecture. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/64363 10.14710/vol15iss1pp102-112 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 102-112 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/64363/pdf_1 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10509 2017-09-19T02:49:39Z jsinbis:RAC

Penentuan Prioritas Perbaikan Jalan Berbasis Metode Analytic Network Process Sebagai Komponen Menuju Kota Cerdas Syafei, Wahyul Amien Kusnadi, Kusnadi Surarso, Bayu Level of Service; Analytic Network Process; Road Handling Smart city become a demand for people to live in more comfort and easier. Knowledge is needed in every decision support system in smart city. This paper presents a research in determining the priority order of road handling based on level of service by using Analytic Network Process which is implemented into decision support systems as a component toward smart city. Variables used refers to the Highway Capacity Manual Indonesia based on the volume of traffic and the road characteristic data. Analytic Network Process is used because of its advantages in conducting multi-criteria assessment on the basis of the subjective judgment of decision makers and can combine quantitative and qualitative data. From the results of the validation test between the system output and outcome data field issued by Dishubinkom Cirebon, the accuracy of the test results of 10 streets in the city of Cirebon with validation test Spearman Rank correlation is equal to 0.867. The results showed Analytic Network Process can be implemented and an appropriate solution in determining the road handling priority. Diponegoro University 2016-11-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10509 10.21456/vol6iss2pp105-113 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 105-113 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10509/pdf Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/43058 2022-10-20T08:18:06Z jsinbis:RAC

Studi Evaluasi Sistem Informasi Geografi Kasus Stunting Menggunakan COBIT 5 Framework Wiryawan, I Gede Hendyca Putra, Dony Setiawan Pristiwaningsih, Estin Roso Mulyadi, Ely Destarianto, Prawidya Agustianto, Khafidurrohman Stunting; Geographic Information System; Cobit 5 Framework An application for data collection of stunting cases has been developed with data visualization in digital maps. This detailed information about stunting is a solution offered to solve problems in areas prone to stunting. This system requires further testing to get feedback from several relevant stakeholders. The COBIT 5 framework, with a combination of DSS and MEA domains, is used in this study to test this geography-based system of stunting cases. The interviews with system administrator respondents showed that the lowest scores were in the DSS05 and MEA02 domains of 75.20 and 74.67 on the Linkert scale. The same results were also obtained from management respondents consisting of heads of Puskesmas and midwives, 77.54 and 75.95. In the end, the level of achievement of the domain of the current system and its monitoring is compared between the current condition (as-is) and the general condition (to-be), indicating a gap. Based on the gap analysis, two-gap values were obtained in the DSS05 and MEA02 domains. Recommendations for improvement in the future are in terms of vulnerability to errors and increasing the ability of internal parties to control the system to handle errors. Diponegoro University 2022-08-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/43058 10.21456/vol12iss1pp10-16 Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022; 10-16 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/43058/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/43058/10764 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6193 2016-09-29T01:43:10Z jsinbis:RAC

Enterprise Architecture Planning Untuk Pengembangan Sistem Informasi Perguruan Tinggi Khairina, Dyna Marisa Mustafid, Mustafid Noranita, Beta In the development of the information system needed a plan that will complement the university's strategic direction. Planning process utilizing enterprise architecture planning methodologies that produce a conceptual model of the enterprise architecture that includes data architecture, application and technology. This research aim to make enterprise architecture planning a conceptual model of the enterprise architecture as a high-level blueprint for data, applications and technology. Conceptual model enterprise architecture generated can be used as a blueprint for data, applications and technology in the development of information systems. Results of the blueprint enterprise became architecture planning for the needs of the data, estimates of technology platforms and applications as well as other things that are needed in the development of an integrated information system in university.   Keywords:  Enterprise architecture planning; Data architecture; Application architecture; Technology architecture Diponegoro University 2012-12-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/042 10.21456/vol2iss3pp117-123 Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012; 117-123 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/71835 2026-05-11T08:27:48Z jsinbis:RAC

Digital Economy Creative System Using Laravel Based Responsives Web at Rumah Terang Ministries Production House Kristiyanto, Daniel Yeri Safitri, Sisilia Thya Fadiana, Fadiana Creative Economy Production House; Digital Multimedia Content; Laravel-Based Website; Object-Oriented Programming; Media Engagement Platform Rumah Terang Ministries is a creative economy production house that focuses on digital multimedia such as flat design, motion, films, movies and podcast content. This production house has been running and growing in its marketing media. The production house has target development and general market than before with Christian spiritual content. This is what makes Rumah Terang Ministries turn into a more general production house and requires digital marketing. The use of the website is seen as a solution as well as a system to bridge between content creators and consumer. Object oriented programming-based websites are considered capable of handling the needs of this Laravel based digital production house. Technically, the website that was built was using the Models Views Controller (MVC) concept based on the Laravel version 9 backend framework. The database system was developed using MariaDB 10.4.24 PHP 8.1.4, frontend using CSS Bootstrap version 5.2. The system that was built has a specific purpose as a media partner for creative economy digital product capable of broadcasting, branding, delivering consumers by map, as well as media engagement between production houses and consumers. Furthermore, every ongoing project has a professional work base and has a good engagement framework. Web media can also be accessed by customers in various places to that it is easier for customers to make deals with the production house. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71835 10.14710/vol15iss3pp435-439 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 435-439 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71835/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/11436 2018-05-30T22:44:34Z jsinbis:RAC

Deteksi dan Penggolongan Kendaraan dengan Kalman Filter dan Model Gaussian di Jalan Tol Waliulu, Raditya Faisal Detection of moving objects; Recognition; Kalman filter; Gaussian mixture model Monitoring systems are widely implemented in various sectors aimed at improving the security and productivity aspects. The research aims to detect moving objects in the form of video file tipefile (* .avi) 640x480 resolution and image class according to pixel area. Moving objects are given in the Region of Interest path for easy detection. Detection on moving objects using methods of Kalman filter and gaussian mixture model. There are two types of distribution, the distribution of Background and Foreground. The form of the Foreground distribution is filtered using Bit Large Object segmentation to obtain the dimensions of the vehicle and morphological operations. The feature extraction results from the vehicle are used for vehicle classification based on pixel dimension. Segmentation results are used by Kalman Filter to calculate the tracking of moving object positions. If the Bit Large Object segmentation is not found moving object, then it is continued on the next frame. The final results of system detection are calculated using Positive True validation, True Negative, False Positive, and False Negative by looking for the sensitivity and specificity of each morning, day and night conditions Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11436 10.21456/vol8iss1pp1-8 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 1-8 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11436/pdf

oai:ojs.ejournal.undip.ac.id:article/55749 2023-11-13T20:38:31Z jsinbis:RAC

Prediksi Penjualan Bisnis Rumah Properti Dengan Menggunakan Metode Autoregressive Integrated Moving Average (ARIMA) Pangaribuan, Jefri Junifer Fanny, Fanny Barus, Okky Putra Romindo, Romindo Data Mining; Autoregressive Integrated Moving Average; Forecasting; Sales Abstract - Sales forecasting plays an important role in determining the company's strategy in the future because it allows control of planning and availability of home production according to consumer needs. Forecasting accuracy provides significant advantages for companies, including production cost savings and avoidance of unnecessary costs. Without accurate forecasting, a company will face difficulties in determining the quantity of house production, which can have a negative impact on the company's financial balance if the houses do not sell. This research implements the Autoregressive Integrated Moving Average (ARIMA) model to forecast property business house sales with a high level of accuracy to support future business decisions. The results of the research on the application of the Autoregressive Integrated Moving Average algorithm show that the ARIMA model (9,1,10) provides good forecasting results measured by the lowest AIC and BIC values compared to the other 4 models, namely ARIMA (10,1,9); ARIMA(8,1,9); ARIMA(10,1,10); and ARIMA (12,1,12) accompanied by an evaluation of measuring the accuracy of the model using RMSE, MSE, and MAPE with each value of 0.281409; 0.079191 and MAPE of 3.4% so that it can be said that sales forecasting provides a good level of accuracy.Abstrak - Prediksi penjualan memegang peran penting dalam menentukan strategi perusahaan di masa depan karena memungkinkan pengendalian perencanaan dan ketersediaan produksi rumah sesuai dengan kebutuhan konsumen. Keakuratan prediksi memberikan keuntungan signifikan bagi perusahaan, termasuk penghematan biaya produksi dan menghindari biaya yang tidak perlu. Kesulitan dalam menentukan jumlah produksi rumah tanpa prediksi yang tepat dapat berdampak negatif pada keseimbangan keuangan perusahaan jika rumah tidak terjual. Penelitian ini mengimplementasikan model Autoregressive Integrated Moving Average untuk melakukan prediksi penjualan bisnis rumah properti dengan tingkat akurasi yang baik untuk dapat mendukung keputusan bisnis kedepannya. Hasil penelitian pada pengaplikasian algoritma Autoregressive Integrated Moving Average menunjukkan bahwa model ARIMA (9,1,10) memberikan hasil nilai prediksi yang baik diukur dari nilai AIC dan BIC yang paling rendah dibandingkan 4 model lainnya yaitu ARIMA (10,1,9); ARIMA (8,1,9); ARIMA (10,1,10); dan ARIMA (12,1,12) disertai evaluasi pengukuran keakuratan model dengan menggunakan RMSE, MSE, dan MAPE dengan masing-masing nilai yaitu 0.281409; 0.079191 dan MAPE sebesar 3.4% sehingga dapat dikatakan prediksi penjualan memberikan tingkat akurasi yang baik. Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/55749 10.21456/vol13iss2pp154-161 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 154-161 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/55749/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9723 2016-01-01T23:04:16Z jsinbis:RAC

Pencarian Informasi Berbasis Ontologi Menggunakan Semantik Indexing Pada Website Jejaring sosial Henry, Christian Lilik Sediyono, Eko Suhartono, Suhartono Pada penelitian ini telah dibangun kerangka ontologi  untuk domain travel and tourism menggunakan sumber data dari twitter. Sebuah crawler telah dibangun untuk mengambil data dari twitter. Penelitian ini didasarkan adanya jumlah informasi yang cukup banyak pada twitter namun informasi tersebut cukup singkat sehingga ketika melakukan pencarian informasi, hasilnya kurang relevan. Dengan pembangunan ontologi, tujuan yang ingin dicapai adalah hasil pencarian yang lebih relevan karena knowledge dari informasinya telah diperluas. Terdapat tiga tahap yang dilakukan dalam penelitian ini yaitu pembangunan crawler, pembangunan ontologi dan evaluasi dengan mesin pencari Solr server. Metode yang digunakan dalam pembangunan ontologi adalah kombinasi pendekatan top-down dan bottom-up. Pada tahap evaluasi digunakan perhitungan nilai average precission untuk menghitung tingkat akurasi hasil pencarian. Hasil penelitian ini adalah sebuah aplikasi crawler untuk mengambil data dari twitter, sebuah kerangka ontologi untuk domain travel and tourism, dan didapatkan hasil evaluasi pencarian data. Telah didapatkan nilai mean average precission dari data sederhana hasil crawler sebesar  36,60% dan pada data ontologi sebesar 91,50%. Hasil tersebut menunjukkan bahwa akurasi pada data ontologi lebih baik dari data sederhana hasil crawler. Kerangka ontologi ini dapat dikembangkan untuk cakupan domain yang lebih luas, dan aplikasi crawler juga dapat dikembangkan untuk dapat mengambil sumber data lainnya. Kata kunci : Ontologi, Semantik, Social Media, Pencarian, Indexing Diponegoro University 2013-12-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9723 10.21456/vol3iss3pp Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013 2502-2377 2088-3587 en

oai:ojs.ejournal.undip.ac.id:article/22896 2020-04-17T08:11:54Z jsinbis:RAC

Pengembangan Model Keberlanjutan e-filing di Palembang Menggunakan Partial Least Square Structural Equation Models (PLS-SEM) Saluza, Imelda Sartika, Dewi e-filing; PLS; SEM DGT (Directorate General of Taxation) continues to optimize the collection of annual tax returns by facilitating technology-based tax service systems, one of which is e-filing that has been running since 2016. However, e-filing turned out to have less influence on the delivery of annual tax returns as reflected in the electronic annual tax returns monitoring data that only met 78% of the 2017 target. This is caused by various problems that arise during the use of e-filing such as individual technology capabilities, loss of efin, forgetting DGT Online account passwords to lack of awareness about the importance of submitting annual tax returns. Problems encounter during the use of e-filing are the basis for evaluating the continued use of e-filing in Palembang. The development of a conceptual model was conducted to evaluate the sustainability of the use of e-filing. The development of a conceptual model basically has a scarcity of supporting theories used and has a complex model. To overcome this problem, Partial Least Squares (PLS) Structural Equation Model (SEM) could be applied to. The results of data analysis found that information quality and service quality did not have a positive influence on the sustainability of the use of e-filing and the level of correlation between information quality, system quality, service quality, and individual ability was still small towards the sustainability of the use of e-filing. It could be concluded that the quality of information and service provided by DGT has the opposite effect that does not even influance the sustainability of e-filing usage. However, the quality of the system and the ability of individuals to give effect to e-filing usage in reporting in reporting annual tax returns. Therefore, DGT is expected to improve the quality of the system of e-filing expecially in the function of e-filing, ease of use, usefullness of e-filing in reporting annual tax return. In additory it is necessary to carry out socialization and training on e-filing to improve the ability of individuals to report online their annual tax report. The findings of this research are very important for the Tax office in Palembang to analyze the sustainability of the use of e-filing that has been proven empirically, multidimensional and in a specific context. The result of the study could be used as a reference to improve overall quality of taxation for the sake of sustainable use of e-filing.  Diponegoro University 2019-07-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22896 10.21456/vol9iss1pp94-102 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 94-102 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22896/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/60395 2024-04-18T20:20:38Z jsinbis:RAC

Evaluasi Kepuasan Pengguna Website Menggunakan Framework PIECES: Studi Pada Pemerintah Kabupaten Maluku Barat Daya Malioy, Rimes Jopmorestho Sediyono, Eko Maria, Evi Local Government Website; PIECES Framework; User Satisfaction Evaluation This research aims to evaluate the local government website of Southwest Maluku Regency using the PIECES framework, to determine the level of user satisfaction. The method used in this research is quantitative descriptive. The questionnaire was distributed to the public and State Civil Apparatus (ASN) who are users of the regional government website. The total sample for this research was 150 respondents. Measurements were carried out using a Likert scale. The research results found that users were very satisfied with the information & data presented on the local government website. In terms of performance, economics, control & security, users feel satisfied when using the website. In terms of service, users are very satisfied if the website is developed and improved further. Meanwhile, in terms of efficiency, users want additional website features, namely the online complaint feature. Overall, the average user satisfaction level is 3.99 in the satisfied category. Additional testing using PageSpeed Insight and Qualys found that the government website's performance was still low, with a score of 76. Meanwhile, in terms of security, additional testing found that the website was very good with an A+ score. The results of this research become evaluation material for website managers, namely the Southwest Maluku Regency Communication and Information Service, to make improvements to the website from several aspects that have been assessed, to increase the level of user satisfaction. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60395 10.21456/vol14iss2pp171-180 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 171-180 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60395/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9883 2016-01-03T13:28:33Z jsinbis:RVA

Kajian Data Mining Customer Relationship Management pada Lembaga Keuangan Mikro Hardiani, Tikaridha Sulistyo, Selo Hartanto, Rudy Companies are required to be ready to face the competition will be intense with other companies, including micro-finance institutions. Faced more intense competition, has led to many businesses in microfinance institutions find profitable strategy to distinguish from the others. Strategy that can be applied is implementing Customer Relationship Management (CRM) and data mining. Data mining can be used to microfinance institutions that have a large enough data. Determine the potential customers with customer segmentation can help the decision-making marketing strategy that will be implemented . This paper discusses several data mining techniques that can be used for customer segmentation. Proposed method of data mining technique is fuzzy clustering with fuzzy C-Means algorithm and fuzzy RFM. Keywords : Customer relationship management; Data mining; Fuzzy clustering; Micro-finance institutions; Fuzzy C-Means; Fuzzy RFM Diponegoro University 2014-12-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9883 10.21456/vol4iss3pp181-186 Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014; 181-186 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9883/Tikaridha

oai:ojs.ejournal.undip.ac.id:article/27670 2020-08-23T12:40:30Z jsinbis:RAC

Manajemen Risiko Teknologi Informasi Pada Penerapan E-Recruitment Berbasis ISO 31000:2018 Dengan FMEA (Studi Kasus PT Pertamina) Pribadi, Hanafi Indra Ernastuti, Ernastuti Risk Management; ISO 31000; FMEA; Risk Reduction Increasing the efficiency of time and human resources in the process of recruiting PT. Pertamina (Persero) to carry out its business processes that are spread throughout Indonesia is very much needed by implementing a website-based online recruitment system. Increased efficiency is obtained from a system that runs without constraints, while the weaknesses (vulnerabilities) in a system will cause great threats to the company, then the risk management of information technology on the application of the E-Recruitment system needs to be done by referring to ISO 31000: 2018 and risk assessment to get a Risk Priority Number (RPN), which is the priority of risk treatment for each risk attribute using the FMEA (Failure Modes and Effects Analysis) method based on ISO 31010: 2009 with the aim of knowing and assessing how much the threats and risks in an information system can become consideration of company stakeholders in implementing the system. Risks obtained in this study are 3 types of potential risks and 28 risk attributes, after a risk assessment has been obtained, the results are obtained that 7 risk attributes require special attention in the process of implementing the system so that it can run well in the future. Diponegoro University 2020-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27670 10.21456/vol10iss1pp28-35 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 28-35 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27670/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/27670/5418 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6041 2016-04-06T06:13:51Z jsinbis:RAC

Penerapan Sistem Informasi Geografis dan AHP Untuk Klasifikasi Masyarakat Supriyono, Supriyono Mustafid, Mustafid Sugiharto, Aris Geographic  information  system  useful  to the  government's  classifications  to  determine  the priority of the  welfare of  society.  While  the criteria  used  are  6  criteria  and  14  sub  criteria  and  their  implementation  is  still  done  by  manual.  The  method  used  in  the  study  "The implementation  of  Geographic  Information  Systems  and  AHP  for  Village-Based  Economic  Classification  Society"  is  the  method  ofAnalytical  Hierarchy  Process  (AHP)  in  which  the  classification  process  conducted  by  the  preparation  of  the  hierarchy,  giving  the comparative value of each criterion to determine the value of the criteria. As for the mapping process using Quantumgis and MSAW 3.0. Quantumgis  and  MSAW  3.0  is used  because  both applications  are  open source applications  that  can  be used  without having  to pay  fortheir use. The results of the application system that can be used to make the process of classification societies where the determination ofcriteria  and  sub  criteria  can  be changed  in accordance  with  the  desired  indicator.  Results  included  as  data  calculation  and  classificationwith the City district map can be made a map of economic classification society in City districtKeywords: Geographic information systems; AHP; Economic; Classification society. Diponegoro University 2011-04-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/07 10.21456/vol1iss1pp41-46 Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011; 41-46 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/07/260 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/07/281

oai:ojs.ejournal.undip.ac.id:article/63397 2025-06-12T07:30:50Z jsinbis:RAC

Prediksi Churn Pelanggan Telekomunikasi dengan Optimalisasi Seleksi Fitur dan Tuning Hyperparameter pada Algoritma Klasifikasi C4.5 Antoh, Soterio Herteno, Rudy Budiman, Irwan Kartini, Dwi Mazdadi, Muhammad Itqan Classification; C4.5 Algorithm; Customer Churn; Hyperparameters; Feature Selection In the telecommunications industry, predicting customer churn is crucial for maintaining business sustainability. High churn rates can negatively impact profitability, necessitating effective retention strategies. This research aims to enhance the accuracy of telecommunications customer churn prediction by optimizing the C4.5 classification algorithm through feature selection and hyperparameter tuning. The methods used include Information Gain for feature selection and hyperparameter tuning with Random Search and Grid Search. This study utilizes the Telco Customer Churn dataset from Kaggle, split into an 80:20 ratio for training and testing data. Six approaches are applied: (1) the basic C4.5 algorithm, (2) C4.5 with Information Gain, (3) C4.5 with Random Search, (4) C4.5 with Grid Search, (5) C4.5 with a combination of Information Gain and Random Search, and (6) C4.5 with a combination of Information Gain and Grid Search. The results indicate that the C4.5 algorithm alone achieves an accuracy of 74.09%, while applying Information Gain increases accuracy to 78.42%. Hyperparameter tuning with Random Search achieves the highest accuracy of 80.05%, whereas Grid Search reaches 77.71%. Combining Information Gain with Random Search results in an accuracy of 78.99%, while combining Information Gain with Grid Search yields an accuracy of 78.85%. These findings suggest that hyperparameter tuning using Random Search significantly improves accuracy compared to other methods, while Information Gain feature selection does not have a significant impact on performance in this context. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63397 10.14710/vol15iss1pp60-67 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 60-67 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63397/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/63397/16414 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10894 2017-09-19T02:49:40Z jsinbis:RVA

Penerapan Green Supply Chain Management Untuk Peningkatan Kinerja Keuangan Perusahaan Puryono, Daniel Alfa Mustafid, Mustafid Jie, Ferry GSCM; AHP; SCOR; Du Pont Ratio Analysis In this research the assessment of the processes green supply chain management for corporate financial performance improvement. This research was based on the company goal to achieve profit by lowering the risk and environmental impact while improving the ecological efficiency by implementing green supply chain management in order to improve the company's financial performance.The method used in this research is a Green Supply Chain Management (GSCM). The management process of the company was done with by giving weight to the indicators of the green supply chain and measuring supply chain performance by using AHP method. Then compared with the acquired real weight of the Green SCOR model. While to measuring the financial performance of the company to know the position of the company by using ROA and EVA calculation that exist in the methods of Du Pont Ratio Analysis.The results of this research is a decision system information which is capable of linking green supply chain performance with the company's financial performance. The results of the analysis indicated that the supplying, making, delivering and returning are very sustainable. The assessment result shows 87.3% of companies have increased the company's financial and 12.7% companies’ efficiency. This information system can be developed to assist the manager in the company's decision-making started from the sustainable design.  This research method can be developed to assess the extent of each indicator of the supply chain performance related to the financial strategies. Diponegoro University 2017-11-25 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10894 10.21456/vol6iss2pp154-163 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 154-163 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10894/pdf Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/36644 2023-05-29T17:48:25Z jsinbis:RAC

Evaluasi Kebergunaan (Usability) dan Rekomendasi Penggunaan Google Classroom untuk Blended Learning di Perguruan Tinggi Priyadi, Agus Sediyono, Eko Purnomo, Hindriyanto Dwi Usability; USE Quesitonner; Cognitive Walktrough; Google Classroom; Blended Learning The google classroom application is a virtual classroom mixed with real classes in education where the distribution of material and lecture assignments can be done by teachers and students without using paper or paperless. Interaction between teachers and students is done interactively online. The use of the google classroom application as a teaching tool has only been implemented at XYZ college, so usability testing is needed in the use of google classroom. Testing the usability level of Google Classroom is really needed to evaluate and get recommendations about using the Google Classroom application. The method used in this study is the USE (Usefullness, Satisfaction and Ease of Use) Questionnaire and Cognitive Walkthrough (CW) used in the google classroom usability test. USE stands for Usefulness, Satisfaction, and Ease of Use. Ease of use factors can be divided into two, namely Ease of Learning and Ease of Use. The USE test involved all XYZ college students, totaling 213 respondents. Ten respondents within certain criteria were selected by purposive sampling technique to test the usefulness of using the cognitive walkthrough (CW) method. The overall assessment of the usefulness factor with a mean value of 3.95 is included in the "Good" rating range. Overall, the satisfaction factor value of 4.01 is included in the "Good" rating range. Overall, the assessment of the Ease of use indicator with a mean of 4.22 is included in the "Good" rating range. The cognitive walkthrough (CW) method produces several recommendations that can be utilized by XYZ universities in implementing blended learning using google classroom. The usability factor with various features offered by Google Classroom is quite high because it can provide convenience in its use to support lecture activities at XYZ College Diponegoro University 2021-12-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/36644 10.21456/vol11iss2pp105-116 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 105-116 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/36644/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/36644/8885 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6127 2016-04-06T06:39:40Z jsinbis:RAC

Penggunaan Jaringan Syaraf Tiruan Backpropagation Untuk Seleksi Penerimaan Mahasiswa Baru Pada Jurusan Teknik Komputer Di Politeknik Negeri Sriwijaya Agustin, Maria Prahasto, Toni Data availability of new studentsat the Polytechnic State Srivijaya high enough, so the need fora method to analyze the data. Artificial neuralnetwork  is  an  information  processing  system  that  has  characteristics  similar  to  biological  neural  networks,  neural  network  sare  used  topredict because ofthe ability of a good approach to ketidak linearan. This study  will design the software selection admission of new studentswith a  backpropagation  neural network  methods.    From the analysis of  backpropagation  neural networks  with  one  hidden layer  with  the number of neurons 50, 1000 iteration sand the activation functiont an sigproduce regression of 0.4822. Backpropagation neural network withtwo  hidden  layers  with  the  number  of  neurons  50,  4000  iterations  with  tansig  activation  function,  resulting  in  regression  of  0.7944. Backpropagation  neural networks  with 3  hidden layer  with  the number of neurons  35,  5000  iterations, resulting in  regression  of  0.8563. Based  on  the  results  of  this  analysis,  backpropagation  neural  networks  quite  effectively  used  for  selection  of  candidates  for  student admission.Keywords: Selection, Backpropagation, Regression Diponegoro University 2012-06-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/39 10.21456/vol2iss2pp089-097 Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012; 089-097 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/39/305

oai:ojs.ejournal.undip.ac.id:article/71821 2026-05-11T08:27:48Z jsinbis:RAC

Book Classification System Based on Dewey Decimal Classification by Multinomial Naïve Bayes Method Mulyani, Esti Bunga, Munengsih Sari Ishlakhuddin, Fauzan Kastuti, Kastuti Dewey Decimal Classification; Book Classification System; Multinomial Naïve Bayes; Automatic Classification; CodeIgniter Framework Libraries have the main task of processing library materials by classifying books according to certain methods. Dewey Decimal Classification (DDC) is the most widely used method in the world to determine book classification in libraries. However, the classification process using DDC is inefficient because it takes a long time for the large number of books in the library. This is a serious problem experienced by all libraries, so a solution is needed to bridge the problem. automatic classification system can be the right alternative to overcome the problem. In this research, an automatic classification system based on DDC using the Multinomial Naive Bayes Method so that it can speed up the classification process. This system was created using the CodeIgniter framework with the PHP programming language and MariaDB. Test results from 100 training data and 30 test data show that there are 24 test data with correct classification results and 6 test data with incorrect classification results. So it can be concluded that the accuracy rate of the test is 80%. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71821 10.14710/vol15iss3pp354-360 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 354-360 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71821/pdf_1 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/15271 2020-04-17T08:08:59Z jsinbis:RAC

Perancangan Sistem Monitoring Penyelesaian Berkas Pidana Dengan Metode Rule Based Expert Systems dan Teknologi Radio Frequency Identification Marfuah, Marfuah Design, Rule Based Expert system; Monitoring System; RFID; Criminal Case. The process of criminal cases settlement is based on the regulation of time limit on trial. It is difficult to see the each stage of process because of the number of case files handled. To know the status of settlement, it needs monitoring system of RFID technology built by design to a model of Rule Based Expert Systems. It facilitates the process of data files so it can produce the right, quick and accurate report. The priority of criminal case files is based on the level of completion difficulty while the tracking involves 3 locations: police, public prosecutor and district court. Rule Based Expert System method works following an expert's knowledge in solving a problem. The design that has been made is capable of being implemented and according to the user’s needs. It helps to quickly generate the right information of criminal case settling time process. Diponegoro University 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/15271 10.21456/vol7iss2pp146-153 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 146-153 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/15271/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/15271/1631 Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/45297 2023-10-22T22:31:35Z jsinbis:RAC

Implementasi Framework Laravel Dalam Pembuatan Sistem Pencatatan Notula Berbasis Website Kadim, Ahmad Azhar Hadjaratie, Lillyan Muthia, Muthia Notulen; Laravel; Library; Waterfall; Web-based Minutes of Meeting are notes that function to record the things discussed in a meeting agenda. Minutes of Meeting are important and must exist so that agreements and decisions can be saved, so that they can be discussed again on the agenda of the next meeting. With the development of current technology, it is hoped that it can be implemented in various ways, one of which is that Minutes which were previously only written in books can be presented on the website so that it can facilitate monitoring and evaluation quickly, precisely, anywhere, and anytime. This study aims to realize a Web-based E-Notulen system by utilizing the Laravel framework and the Waterfall method for design which includes Analysis, Data Requirements, Design, Development, Testing, and Implementation. Based on the method used, the E-Notulen system can be designed by utilizing the existing Laravel Framework library using the Waterfal method. The Waterfall method can be applied in system development, especially systems that require fast time from design to implementation such as the E-Minutes system. Diponegoro University 2023-07-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45297 10.21456/vol13iss1pp45-51 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 45-51 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45297/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6212 2016-04-06T06:49:16Z jsinbis:RAC

RANCANGAN SISTEM INFORMASI DENGAN BALANCED SCORECARD UNTUK PENILAIAN KINERJA KOPERASI Supriyati, Supriyati Mustafid, Mustafid Noranita, Beta Performance assessment  in a company is needed to evaluate the progress in one year has passed in order to make an improvement in the next year. Balanced Scorecard Method (BSC) is one of performance assessment methods that measures 4 perspectives which are customer, financial, internal business process, also growth and learning perspective. In this research, performance assessment is measured by BSC method with 14 key personal indicators (KPI). Performance assessment is shown as assessment chart and target achievement graphic in every KPI for each perspective, also conclusion the conclusion of performance assessment that indicates the condition of the koperasi. Results of this research are in the form of web-based applications that is a part of information management system in koperasi. This system are giving information to all koperasi members about the performance update, so the members can give a suggestion to improve koperasi and their welfare also. Keywords : Balance Scorecard; Performance Assessment;  KPI Koperasi Diponegoro University 2013-07-15 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6212 10.21456/vol3iss2pp67-73 Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013; 67-73 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6212/supriyati

oai:ojs.ejournal.undip.ac.id:article/80147 2026-05-16T14:08:22Z jsinbis:RAC

Early Detection of Patient Surge Anomalies in Hospitals: A Comparative Analysis of Gradient Boosting, Random Forest, and SVM Masparudin, Masparudin Marfuah, Marfuah Abdullah, Abdullah Data Mining; Gradient Boosting; Patient Surge; Z-Score; Time-Series Prediction. Unpredictable fluctuations in patient visits often lead to resource unpreparedness and decreased service quality in hospitals. This study aims to develop an early warning system for patient surges across 110 healthcare service units. Unlike conventional approaches utilizing static thresholds, this study proposes a Statistical Anomaly Detection method based on Z-Score for dynamic labeling and applies Synthetic Minority Over-sampling Technique (SMOTE) to address extreme data imbalance. Three classification algorithms—Gradient Boosting Classifier (GBC), Random Forest (RF), and Support Vector Machine (SVM)—were compared using time-series lag features and volatility trends. Experimental results demonstrate that Gradient Boosting outperformed other methods, achieving the highest F1-Score of 37.35% and a Recall of 48.98%, proving its robustness in detecting anomalies within imbalanced data. This study concludes that integrating statistical anomaly-based labeling with ensemble boosting algorithms effectively mitigates noise in heterogeneous hospital visit data, thereby serving as a reliable basis for proactive managerial decision-making. Diponegoro University 2025-12-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/80147 10.14710/vol15iss4pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press) 2502-2377 2088-3587 en https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/80147/22727 Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/21010 2020-04-17T08:10:59Z jsinbis:RAC

Analisis Forensik Database Menggunakan Metode Forensik Statis Riadi, Imam Umar, Rusdy Bernadisman, Dora Forensik; Database; SIMDA; Manipulasi, SQL Injection SIMDA (Regional Management Information System) is a system created by the BPKP (Financial and Development Supervisory Agency) to assist local governments in implementing regional financial management so that it complies with applicable, efficient, effective, transparent, accountable and auditable regulations. Management data is stored in the SIMDA database on a server connected to a computer network, it is possible that the database is always infiltrated and indicated by data manipulation by hackers. The purpose of this study is to monitor database activity and detect data manipulation done by hackers, then forensic processes are carried out using static forensic methods with stages, namely data collection, data checking, data analysis, and reporting so as to provide evidence and instructions to do analysis on the SIMDA Planning database. The results obtained using static forensic methods show that there has been manipulation or change in the budget ceiling of the activity that exceeds the program budget ceiling (mark-up in budget planning) carried out by hackers who enter through the SIMDA database. Output from forensic processes can prove manipulation data that is carried out by hackers can be detected using SQL Profiler and SQL Log Analyzer tools so that output can be used as digital evidence to assist law enforcement in revealing cybercrime crime cases and can be accounted for in court proceedings. Diponegoro University 2019-05-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21010 10.21456/vol9iss1pp9-17 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 9-17 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21010/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/25867 2020-04-17T08:13:37Z jsinbis:RAC

Pengembangan Sistem Informasi Pada Local E-Govervenance Untuk Peningkatan Kinerja Pelayanan Warga Yutanto, Hariadi Ilham, Romi Salma, Kautsar Riza Effendi, Yusuf SiWarga; Information systems; Local e-Government; Performance of citizen services The problems that often arise in the neighborhood of Neighborhood Unit (RT) and Rukun Warga (RW) are the distribution of information on citizen activities, administration, transparent financial management, and management of citizen databases as an effort to improve services and information facilities for residents. The purpose of this study is to support the government in implementing e-Government-based government systems, by developing Good Local Governance. The specific target of innovation to be achieved is the development of innovation in the form of a web-based Citizen Information System (SiWarga) application at the RT / RW level. The method used in this study uses the System Development Life Cycle (SDLC Waterfall) method, starting from the first is analyzing the needs by conducting a survey and the feasibility of developing the system, second is to make a detailed list according to system requirements specifications, third is to design the system by creating workflow designs and programming design, the fourth is the development of information systems with coding, the fifth is system testing, the sixth is the implementation and maintenance of the system Diponegoro University 2019-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25867 10.21456/vol9iss2pp220-227 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 220-227 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25867/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25867/4573 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/64559 2024-10-09T18:44:39Z jsinbis:RAC

Evaluating the Success of Learning Management Systems using the EESS Model and Expected Confirmation Theory Nawanda, Arya Krizna Tambotoh, Johan Jimmy Carter E-learning; LMS; EESS; PLS-SEM; ECT E-learning and LMS (Learning Management Systems) have been implemented in most universities to modernize learning and assist in the learning process of university students. This study aims to explore the factors that can be used to measure e-learning system success using the EESS (Evaluating E-learning System Success) model and Expectation and Confirmation Theory (ECT). A quantitative research method was employed, using questionnaires to collect data on users’ perceptions of LMS. The collected data were then statistically analyzed using the PLS-SEM method with SmartPLS 3.2.9. Results revealed that out of 29 hypotheses, 16 were accepted and 13 were rejected. A novel discovery was that ECT can be implemented in the EESS model. Three hypotheses involving expectation confirmation had p-values of  0.001, 0.000, and 0.000, indicating significant roles. The study concluded that incorporating expectation confirmation quality into the EESS model enhances its effectiveness by providing a comprehensive perspective. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/64559 10.21456/vol14iss4pp337-352 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 337-352 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/64559/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10568 2017-08-30T17:51:04Z jsinbis:RAC

Model Servqual Rule Base Asean University Network untuk Penilaian Kualitas Program Studi Wijayanti, Esti Farikhin, Farikhin Gernowo, Rachmat Servqual; Rule Base Asean University Network; programme study As well known that AUN (Asean University Network.AUN) and ABET (Accreditation Boardb for Enginnering and Technology) are non-profit organitatinon which have. AUN (Asean University Network) were using variable with refer to AUN’s criteria’s there consist of fifteen which are: Expected Learning Outcomes, Programme Specification, Programme Structure and Content, Teaching and Learning Strategy, Student Assessment, Academic Staff Quality, Support Staff Quality, Student Quality, Student Advice and Support, Facilities and Infrastructure, Quality Assurance of Teaching/Learning Process, Staff Development Activities, Stakeholders Feedback, Output, Stakeholders Satisfaction,and adopted score's scale 7. In there here, we discuss the fifteen AUN’s of AUN in the criterias. There servqual of as can be into five dimensions, assurance, empathy, responsive, reliability and facilty in order to make the assessment's process easier. This research outcome indicated that this proposed method can be used to evaluate an education program. The validation result by using AUN's data and the analysis of servqual rule base Asean University Network almost have the same pattern with correlation value is 0,985 and this is can be accepted because its validity have reach 97%. Diponegoro University 2016-05-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10568 10.21456/vol6iss1pp59-65 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 59-65 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10568/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/10568/964 Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/35101 2021-09-01T00:20:12Z jsinbis:RAC

Perbandingan Metode Pengujian Teori TAM Pada Penerimaan Teknologi E-Money di Pontianak Wingdes, Irawan Kosasi, Sandy Yuliani, I Dewa Ayu Eka TAM; Regression; Factor Analysis; SEM. As a researcher, one could analyze Technology Acceptance Model (TAM) by utilizing several methods. Such methods are summated scales regression, factor analysis score regression, covariance-based SEM, and PLS-based SEM. However, there exists less effort to compare the difference in estimates of these methods in a single dataset. The differing estimates could therefore lead to type I statistical errors. This research purpose was to compare these methods objectively with a single dataset. The dataset tested was derived from e-money research in Pontianak, with 280 data collected at refueling stations during May, June, July 2020. This research contributes to proofing how method choices will produce a differing interpretation even though tested on the same dataset. Summated scale regression and PLS-based SEM produced similar estimation results but differed from factor analysis score regression and covariance-based SEM. Further testing implies that the different estimates are due to the elimination of indicators, which is method-specific. Therefore, method justification, completeness of research report, and research context are crucial for accounting limitation of the method chosen. PLS-based SEM was a suitable method for data utilized with 50,3% variability in usefulness, 58% variability in intention to use is accounted for from the research model.   Diponegoro University 2021-06-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/35101 10.21456/vol11iss1pp26-33 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 26-33 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/35101/pdf Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6062 2016-04-06T06:29:37Z jsinbis:RAC

Sistem Informasi Penyebaran Penyakit Demam Berdarah Menggunakan Metode Jaringan Syaraf Tiruan Backpropagation Supriyadi, Didi Adi, Kusworo Sarwoko, Eko Adi Dengue  disease  is  a  major  health  problem  and  endemic  in  several  countries  including  Indonesia.  Indonesia  is  included  in  the  category  "A"  in  the stratification of DHF by WHO in 2001 which indicates the high rate of treatment in hospital and deaths from dengue. The purpose of this study was to investigate the ability of artificial neural networks Backpropagation method for information of the spread of dengue fever in   a region. In this study uses six input variables which are environmental factors that influence the spread of dengue fever, include average temperature  -  average, rainfall, number of rainy days, the population density, sea surface height, and the percentage of larvae-free number for  which data is sourced from BMKG, BPS and the Public Health Service. Network architecture applied to a multilayer network that uses an input with 6 neurons, one hidden lay er and an output with the output neuron is one. From the results obtained by training  the best network architecture is the number one hidden layer with the number of neurons obtained a total of 110 neurons and also the system can recognize the entire training data. The best training algorithm using  a variable learning rate and momentum of 0.9 by 0.6 by the end of the training MSE 0.000999879. in the process of testing using test data obtained 17 tissue levels of  approximately 88.23% accuracy. Therefore we can conclude that the network is implemented in this study when subjected to the test  data other then the error rate of about 11.77%.Keywords : Artificial Neural Networks; Backpropagation; Dengue fever Diponegoro University 2011-12-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24 10.21456/vol1iss3pp159-167 Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011; 159-167 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/24/278

oai:ojs.ejournal.undip.ac.id:article/71812 2025-07-07T19:24:14Z jsinbis:RAC

Assessing Public Reaction to Artificial Intelligence in Promoting Green Tourism and Infrastructure Initiatives in Indonesia's New Capital Nusantara Fahlevi, Mochammad Romli, Zainur Asetya, Dimvy Rusefani Dandi, Mochamad Public Reaction to AI; Green Tourism Marketing; Social Media Sentiment Analysis; AI-authored Advertising; Sustainability Communication This study aims to answer these questions by examining the effectiveness of green tourism marketing strategies by the Indonesian government, utilizing social media platforms Instagram and X (formerly Twitter), and learning how the public perceives its initiative. We collected comments on government posts promoting green infrastructure and tourism and analyzed them using a mixed-method approach. Sentiments were divided into three categories: positive, neutral, and negative, using Natural Language Processing (NLP) techniques. The results reveal a general negative reception of AI-authored advertising messages, amounting to 64.18% disapproving comments for Instagram and 81.93% for X, both expressing suspicion toward the overuse of AI and lack of authenticity calling into question transparency as well as genuine intentions behind sustainability goals. While a few responders gave positive reviews, the fact that so many responses were bordering or fully negative indicates that there needs to be clearer and more genuine communication strategies. Our research helps illuminate how the public perceives aspects of green tourism marketing, thus underscoring the significance of authenticity in promotional practices designed for sustainable development. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71812 10.14710/vol15iss2pp179-184 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 179-184 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71812/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/14839 2017-06-02T23:37:20Z jsinbis:EDT

Back Matter JSINBIS Volume 5 Nomor 2 Tahun 2015 M.Eng, Ph.D, Prof. Mustafid Back Matter JSINBIS Volume 5 Nomor 2 Tahun 2015 Diponegoro University 2017-06-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14839 10.21456/vol5iss2pp%p Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14839/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/48785 2023-06-21T04:32:21Z jsinbis:RAC

Perbandingan Algoritma K-Means dan K-Medoids Untuk Pemetaan Daerah Penanganan Diare Pada Balita di Kabupaten Kuningan Syamfithriani, Tri Septiar Mirantika, Nita Trisudarmo, Ragel Data Mining; K-Means; K-Medoids; Diarrhea. Diarrhea is an endemic disease that contributes to the high mortality rate in Indonesia, especially among children under five. The Kuningan District Health Office had difficulties in monitoring and supervising the spread of diarrheal diseases. This study aims to produce a mapping scheme of priority areas in handling the prevention and control of the spread of diarrheal disease in children under five in Kuningan Regency. The method used is the Data Mining Clustering method by comparing two algorithms, namely the K-Means algorithm and the K-Medoids algorithm. Determination of the optimum number of clusters using the Elbow and Silhouette Coefficient methods. With this method, the result is that in the K-Means algorithm the optimum number of clusters is 3 clusters while the K-Medoids algorithm is 2 clusters. The best cluster evaluation uses the Davies-Bouldin Index (DBI) method and the results show that the K-Means DBI value is always smaller than the K-Medoids algorithm in either 2 clusters or 3 clusters, this shows that the K-Means algorithm is better than the K-Medoids algorithm. Based on these results, it is recommended to map priority areas for handling diarrheal diseases using the K-Means algorithm with 3 clusters, namely medium priority areas consisting of 9 regions, high priority areas consisting of 3 regions and low priority areas consisting of 25 regions. The results of the mapping can be used as input for the Kuningan District Health Office to develop strategies for preventing and preventing diarrheal diseases in children under five. Diponegoro University 2023-03-02 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/48785 10.21456/vol12iss2pp132-139 Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022; 132-139 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/48785/pdf_1 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6824 2016-04-06T06:48:30Z jsinbis:RAC

Sistem Pakar Untuk Diagnosa Penyakit Kehamilan Menggunakan Metode Dempster-Shafer Dan Decision Tree minardi, joko popo Dempster-Shafer theory is a mathematical theory of evidence based on belief functions and plausible reasoning, which is used to combine separate pieces of information. Dempster-Shafer theory an alternative to traditional probabilistic theory for the mathematical representation of uncertainty. In the diagnosis of diseases of pregnancy information obtained from the patient sometimes incomplete, with Dempster-Shafer method and expert system rules can be a combination of symptoms that are not complete to get an appropriate diagnosis while the decision tree is used as a decision support tool reference tracking of disease symptoms This Research aims to develop an expert system that can perform a diagnosis of pregnancy using Dempster Shafer method, which can produce a trust value to a disease diagnosis. Based on the results of diagnostic testing Dempster-Shafer method and expert systems, the resulting accuracy of 76%.   Keywords: Expert system; Diseases of pregnancy; Dempster Shafer Diponegoro University 2013-12-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6824 10.21456/vol3iss3pp Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013 2502-2377 2088-3587 en

oai:ojs.ejournal.undip.ac.id:article/72832 2026-05-11T08:27:48Z jsinbis:RAC

Event Driven Architecture Approach for Synchronization Real Time NeoFeeder PDDIKTI Sopingi, Sopingi Sumarlinda, Sri Event Driven, NeoFeeder, Kafka Apache, Sinkronisasi, Waktu Nyata Pangkalan Data Pendidikan Tinggi memiliki peran penting sebagai pusat informasi pendidikan tinggi di Indonesia. NeoFeeder hadir sebagai middleware untuk menjembatani perbedaan sistem informasi akademik antar perguruan tinggi dengan database terpusat PDDIKTI. Implementasi NeoFeeder saat ini masih menggunakan sistem batch atau pemicu manual, yang dapat menyebabkan keterlambatan pembaruan data, terutama jika data besar atau ada perubahan mendadak. Untuk mengatasi hal ini, diperlukan arsitektur sistem yang lebih adaptif, scalable, dan responsif terhadap perubahan data. Penelitian ini bertujuan untuk menghasilkan model integrasi berbasis Event-Driven Architecture yang dapat meningkatkan efisiensi sinkronisasi data antara sistem akademik internal dan NeoFeeder PDDIKTI. Penelitian ini menggunakan pendekatan Rapid Application Development. Hasil penelitian menunjukkan bahwa sistem mampu mengirimkan lebih dari 1.000 data per detik dengan latensi rata-rata 4,05 ms dan response time di bawah 40 ms. Kesimpulannya, pendekatan Event Driven Architecture efektif dalam membantu sinkronisasi data akademik ke NeoFeeder secara real time. Diponegoro University 2025-09-29 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/72832 10.14710/vol15iss3pp458-464 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 458-464 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/72832/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/72832/19963 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/18507 2018-12-26T00:47:38Z jsinbis:RAC

Penerapan Algoritma Semut Dalam Penentuan Distribusi Jalur Pipa Pengolahan Air Bersih Windarto, Agus Perdana Sudirman, Sudirman Shortest path search; Heuristic; Ant Algorithm; Water pipe In general, the shortest path search can be divided into two methods, namely conventional methods and heuristic methods. Conventional methods tend to be more easily understood than heuristic methods, but when compared to the results obtained, heuristic methods are more varied and the time required for calculation is shorter. In the heuristic method there are several algorithms, one of which is the ant algorithm. An ant algorithm is an algorithm that is adopted from the behavior of ant colonies. Naturally ant colonies are able to find the shortest route on the way from the nest to the food sources. Ant colonies can find the shortest route between the nest and the source of food based on footprints on the trajectory that has been passed. The more ants that pass through a path, the more obvious the footprints will be. Ants Algorithms are very appropriate to be applied in solving optimization problems, one of which is to determine the shortest path. This study aims to facilitate the Development of Drinking Water Treatment Performance to make decisions in determining the point where the installation of water distribution pipelines that will be distributed to residents' homes. This study took 8 points of clean water treatment pipeline with starting point A and point N. Based on the calculation of clean water pipeline between A and N by using ant algortima, from two cycles passed, it is proven that the shortest path is only one pipeline, pipe N as destination with route length 4 as V1 → V2 → V3 → V4 → V8. Diponegoro University 2018-10-25 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18507 10.21456/vol8iss2pp123-132 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 123-132 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18507/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/55298 2023-12-31T10:13:04Z jsinbis:RAC

Analisis Sistem E-Dimas Universitas Jambi Dengan Pendekatan HOT-FIT Model Yuhana, Yuhana Setiawan, Dedy Utomo, Pradita Eko Prasetyo Metode HOT-Fit, E-Dimas Universitas Jambi, Kepuasan Pengguna, SEM-PLS Di Indonesia setiap bidang sudah memanfaatkan teknologi untuk memudahkan pekerjaan, termasuk di bidang pendidikan. Seperti hal nya Universitas Jambi yang memanfaatkan keberadaan teknologi informasi untuk mendukung kualitas dan mutu pendidikan kepada segenap civitas akademika perguruan tinggi Universitas Jambi dengan Sistem Informasi Akademik yang dimilikinya yaitu Aplikasi E-Dimas Universitas Jambi. Aplikasi ini digunakan untuk pengelolaan kegiatan pengabdian masyarakat seperti Magang, PPL / PLP, dan Kukerta. Hasil observasi awal dan wawancara aplikasi masih terdapat beberapa kendala dalam penggunaan. maka dari itu, evaluasi sistem informasi yaitu dengan kepuasan pengguna yang mengarah kepada keberhasilan penerapan sistem informasi secara lebih komprehensif menggunakan metode HOT-Fit perlu dilakukan. Tujuan Penelitian ini yaitu untuk mengetahui tingkat keberhasilan dan faktor-faktor apa saja yang mempengaruhi kepuasan pengguna aplikasi E-Dimas Universitas Jambi. Sehingga memberikan hasil yang dapat digunakan sebagai rekomendasi perbaikan dan pengembangan aplikasi E-Dimas Universitas Jambi menjadi lebih baik. Untuk teknik analisis data menggunakan SEM-PLS dan alat pengolahan data yaitu Smartpls 3.0. Hasil dari pengujian hipotesis, dari 6 hipotesis yang diajukan 5 hipotesis diterima dan 1 hipotesis ditolak. Keberhasilan penerapan aplikasi E-Dimas Universitas Jambi dapat dikatakan belum sepenuhnya berhasil karena masih terdapat kendala dalam penerapan aplikasi E-Dimas Universitas Jambi dan belum memenuhi harapan pengguna. keberhasilan penerapan aplikasi E-Dimas Universitas Jambi berada pada tingkat 41,2% dan termasuk dalam kategori sedang (moderate). Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/55298 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 77-87 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/55298/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/55298/13680 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9873 2016-02-15T13:33:10Z jsinbis:RAC

Evaluasi Human Machine Interface Menggunakan Kriteria Usability Pada Sistem E-learning Perguruan Tinggi Qashlim, Akhmad Prahasto, Toni Gernowo, Rachmat Integration HMI with usability in user interface design process is a standart of the success of a website. The design process is done through the approach to the end user to find a problem solution of human machine interface phenomena. It can also generate the maximum level of satisfaction and success of implementation of the website. The purpose of this research is to evaluate HMI using usabilitycriteria to know the application of HMI concept in e-learning and provide proposals for improvements to the HMI. Questionnaire Data were processed using a descriptive analysis and methods of CFA to know the variables that are weakest and which indicators have an important role in shaping the research variables. Evaluation results indicate the application concept of HMI in the e-learning had been done but not the maximum. Data analysis of the results obtained that the main problem lies in the accessibility criteria in the meantime indicator latent variables from forming error prevention, learnability, memorability, visibility and accessibility of influential factor loading values indicated significantly (unidimensionalitas) in shaping the criteria of latent variables in first-order CFA. The end result of this research is the proposal of improvement as a HMI solution in the form of principles and technicsuser interface design. This solution is focused on the development of standards for the quality of the interface in e-learning systems and not on the digital learning content presented on the e-learning system. Keywords: Descriptive analisis; Human machine interface; Usability; Confirmatory factor analisys; Elearning Diponegoro University 2014-07-16 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9873 10.21456/vol4iss2pp96-107 Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014; 96-107 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9873/Akmad%20Qaslim

oai:ojs.ejournal.undip.ac.id:article/25442 2020-04-17T08:13:33Z jsinbis:RAC

Deteksi Objek Terapung pada Sungai Martapura dengan Metode Haar Like Feature Menggunakan Kamera Smart Phone Saubari, Nahdi Ansari, Rudy Gazali, Mukhaimy Haar Like Feature (HLF); Object Detection; Floating; River; Smart Phone Martapura river is the center of Banjarmasin’s local life, especially for water transportation and its famous floating market tourism spot. Due to various floating objects in Martapura river, a method to detect those objects is needed to control the condition of the river. In general, there are several methods to detect objects such as Gaussian, Support Vector Machine (SVM), Independent Component Analysis (ICA) and the newest method called Haar Like Feature (HLF). Those first three methods often used to detect moving object, while HLF mostly used to detect human’s face. This research aimed to examine the use of HLF method to detect floating objects in Martapura river by using smartphone’s camera with the specification of 16Megapixel and 1080p resolution. The data collected with random sampling technique in two different spots in Banjarmasin at different times. Images and videos then examined using HLF method. The result shows that HLF method by using smartphone camera cannot be used to identify any floating objec Diponegoro University Kementerian Riset, Teknologi, dan Pendidikan Tinggi Republik Indonesia 2019-11-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25442 10.21456/vol9iss2pp141-148 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 141-148 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25442/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25442/4238 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/63900 2024-08-07T01:29:42Z jsinbis:RAC

Kombinasi Modified K-Nearest Neighbor dan Certainty Factor untuk Peningkatan Akurasi Diagnosis Malnutrisi Zati, Hulwani Eko, Sediyono Bayu, Surarso Certainty Factor; Malnutrisi; Modified K-Nearest Neighbor; Sistem Pakar Malnutrition remains a major public health challenge in low and middle-income countries. This research proposes a method for diagnosing malnutrition diseases by combining Certainty Factor (CF) and Modified K-Nearest Neighbor (MKNN). CF is used to obtain certainty values from the symptoms experienced by patients, while MKNN classifies patient symptom data into specific disease classes based on proximity to the training data. The symptom CF values are combined with the rule CFs to obtain the final CF for each disease. The patient's CF data becomes the testing data, while the disease dataset is the training data. The MKNN technique involves calculating the Euclidean distance, validity, and applying weight voting to identify the class to which the testing data belongs based on the majority class of the k nearest training data. In the test case, CF indicated a tendency towards Kwashiorkor, reinforced by MKNN with the majority of the nearest training data classified as Kwashiorkor. Cross-validation testing with 20 testing data resulted in an accuracy of 95% for the combined CF-MKNN method. The combination of the two methods mutually reinforces and increases the confidence in the diagnosis. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63900 10.21456/vol14iss3pp289-301 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 289-301 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63900/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/63900/16608 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9912 2017-08-30T17:37:40Z jsinbis:RAC

Penerapan ANP-TOPSIS untuk Pengukuran Kinerja Human ResourcesProcurement Section Kaluku, Moh Ramdhan Arif Jie, Ferry ANP; TOPSIS; KPI; Human Resources; Procurement Section One practice is important in a company's performance is in the process of procurement. Performance of human resources in a company shows a measure of the quality of work and is used as a measure to observe the performance levels of employees in a company. The level of underperformance will have an impact on the quality of jobs that will be performed that could have a serious impact on the company. It is necessary to develop a human resources performance measurement using ANP method and TOPSIS, the procurement section of the company. This study aims to assist in the decision making process and seek alternative solutions to address the issues in order to measure the level of performance of each employee. In this study, the method used to obtain the ANP normal weight that will be used for calculations on TOPSIS method. The input parameters in the weighting process ANP is also very affecting for ranking process to be performed on TOPSIS. The input parameter is the ratio of any existing KPI indicators on procurement section. The results showed that the proposed method can be used to build a predictive performance measurement on procurement human resources section. From the research the highest performance values obtained on procurement section is 0.6936 while the lowest value was 0.3584.   Diponegoro University 2015-10-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9912 10.21456/vol5iss2pp119-127 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 119-127 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9912/pdf

oai:ojs.ejournal.undip.ac.id:article/32256 2020-12-29T22:45:40Z jsinbis:RAC

Analisis Penentuan Penginapan dengan Metode AHP dan Promethee Muntiari, Novita Ranti Sunardi, Sunardi Fadlil, Abdul Lodging; Combination of AHP and Promethee; Decision Support System Traveling to a place with a period of days requires a place to stay. The problem is determining accommodation according to the wishes of different visitors, such as prices according to the type of lodging, complete facilities or not at the inn, and the distance to other places from the inn. There are too many lodging options that make it difficult for visitors to determine the best alternative. This research focuses on lodging in the Malioboro area of Yogyakarta by using the criteria of distance, price, class of accommodation, room facilities, and supporting facilities. AHP method is used to determine the weight of each criterion, then the weight of each criterion is calculated using Promethee with the usual or general criteria preference type, to produce a net flow value. Combination of two methods is better because the AHP method is more suitable to be used to find the weight of each criterion and Promethee by using a preference index as needed by producing suitable alternatives. The result of AHP and Promethee calculations obtained with the PP3 alternativewith a net flow value of 0.2 to be the first rank and it can be stated that the existing criteria are very suitable for what visitors want. Diponegoro University 2020-12-20 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32256 10.21456/vol10iss2pp173-179 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 173-179 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32256/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/32256/7132 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6049 2016-04-06T06:24:35Z jsinbis:RAC

Sistem Informasi Geografis Berbasis Web untuk Pemetaan Sebaran Alumni Menggunakan Metode K-Means Handoko, Slamet Handoko Sediono, Eko Suhartono, Suhartono The  graduates  of  State  Polytechnic  of  Semarang  are  not  only  the  member  of  social  community  but  also part  of  State Polytechnic  of Semarang  community  who  have  academic  knowledge  and  special  skills.  Based  on  the  researcher  observation  the  graduates  of  State Polytechnic  of  Semarang  are  not  recorded,  the  management  of  State  Polytechnic  of  Semarang  has  not  provided  a  system  that  can facilitate  the  interaction  between  State  Polytechnic  of  Semarang  and  graduates.  In  this  thesis,  the  system  for  mapping  the  graduates distribution is aimed to measure the level of the  graduates  compliance skill with the competence area of their job. The method of KMeans Clustering is used for grouping the distribution of State Polytechnic of Semarang graduates. Grouping or clustering mechanism in this system is based on four variables. They are  type of company, job classification, working area, and competency of study program. While  the geographical position of graduates is used to filter the data when the users are searching the graduates location in a ce rtain province.  In  this  research  the  cluster  is  divided  into  three,  they  are,  cluster  one:  graduates  have  matching  competence,  cluster  two: graduates have matching enough competence, and cluster three: graduates have no matching competence.Keywords: Clustering;  GIS ;  K-Means Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13 10.14710/interaksi.%v.%i.132-144 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 80-85 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/71699 2025-06-12T07:30:50Z jsinbis:EDT

Back matter JSINBIS 15 (1) 2025 JSinbis, Editorial - Diponegoro University 2025-03-13 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71699 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; iii 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71699/27919 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/14587 2021-06-03T16:50:07Z jsinbis:RAC

Sistem Evaluasi Jaminan Mutu Menggunakan Rule Based System Untuk Monitoring Mutu Perguruan Tinggi Hartono, Sri Quality Assurance Evaluation System; Monitoring; Daily Activity; Rule Based System; Forward Chaining; Backward Chaining. The needs for continuous quality improvement resulting in the more complex. The research aims to develop system of quality assurance evaluation using rule based system to monitor the quality of higher education. This process of the research begins by documenting the daily activity of study program which consists of lecturer data, research data, service data, staff data, student data, and infrastructure data into a database. The data were evaluated by using rule based system  by adopting rules on quality standards of study program of National Accreditation Board for Higher Education as the knowledge base. Evaluation process was carried out by using the forward chaining methods by matching the existing data to the knowledge base to determine the quality status of each quality standard. While the reccomendation process was carried out by using the backward chaining methods by matching the results of quality status to the desired projection of quality status to determine the nearest target which can be achieved. The result of the research is system of quality assurance evaluation with rule based system that is capable of producing an output system in the form of internal evaluation report and recommendation system that can be used to monitor the quality of higher education.  Diponegoro University Kopertis Wilayah VI Jawa Tengah 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14587 10.21456/vol7iss1pp24-31 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 24-31 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14587/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/45194 2022-10-20T08:18:06Z jsinbis:RAC

Penerapan Logika ANFIS Sistem Penilaian Kinerja Dosen Pada Tri Dharma dan Perilaku Kerja Kiswanto, Kiswanto Benny, Benny Wijaya Yuri, Yurindra Mar, Marini Sarwindah, Sarwindah Supardi, Supardi Lecturer Performance Assessment System; Adaptive Neuro Fuzzy Inference System Logic; Hybrid Algorithm; Backpropagation Algorithm This research is motivated by several problems related to the not-yet optimal implementation of the performance assessment of tri dharma lecturers and work behavior on the ISB Atma Luhur campus. The importance of this research is because the tri dharma lecturer performance appraisal system and work behavior are useful for study program accreditation and university accreditation. The purpose of this study is to make lecturers responsible for the tri dharma and work behavior. The method used in this study is the ANFIS logic method. The results of this study are in the form of a lecturer's report card or a lecturer's performance assessment for one semester issued by SPMI. The variables used are education and teaching 40%, research 20%, dedication 10%, and work behavior 30%. The main result is the report card for each lecturer. The main finding from the lecturers' report cards, a decision can be made for SPMI to reprimand lecturers whose lecturers report cards to fall into the category of "BAD" lecturer performance. The average teaching value obtained is 3,624 plus the research value is 2,920 plus the service value is 2,800 plus work behavior, the value is 2,908. Lecturer performance value = 0.4 teaching plus 0.2 research plus 0.1 community service plus 0.3 work behavior. Equals 1.450 plus 0.584 plus 0.280 plus 0.872 equals 3.186. So the performance value of this lecturer is included in the category of "GOOD" lecturer performance. Diponegoro University 2022-09-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45194 10.14710/vol12iss1pp483-500 Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022; 57-65 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45194/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/45194/11713 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6236 2016-09-29T01:43:10Z jsinbis:RAC

Penilaian Kinerja Pegawai Lingkungan Perguruan Tinggi dengan Metode Topsis Setyadi, Ary Adi, Kusworo Sugiharto, Aris Employee performance measurement is very important for evaluation and future planning. Most of the government and private agencies are still using Daftar Penilaian Pelaksanaan Pekerjaan (DP3) to assess the performance their employees. DP3 goal is to obtain an objective consideration to employee development and career system based on job performance, formally it used to be a principal consideration material of periodic salary increases and promotions. In this research made ​​a Decision Support System (DSS) for employee performance appraisal DP3 at the college by using TOPSIS method. In this DSS ​​of which there are eight criteria in the DP3, everything is broken down into several sub criteria to get more objective assessment. Initial input of the TOPSIS method is obtained through a calculation using the AHP to find the eigen value of each criterion and the intensity. System created to describe the process of AHP and TOPSIS at each step in a matrix  that can be studied and evaluated the truth of each step in the method used. In testing, this system  is quite effective in the calculation that uses looping and selection. Keywords: TOPSIS, employee performance evaluation, DP3 Diponegoro University 2014-02-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/045 10.21456/vol2iss3pp139-145 Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012; 139-145 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/045/344

oai:ojs.ejournal.undip.ac.id:article/72212 2025-07-07T19:24:15Z jsinbis:RAC

Improving Fake News Detection Accuracy with Lexicon-based Approach and LSTM through Text Preprocessing Mashuri, Chamdan Prastyo, Edwin Hari Agus Hariri, Fajar Rohman fake news detection; lexicon-based; LSTM; accuracy; algorithm. Fake news detection has become a critical issue in the digital era, especially with the rapid growth of social media and online platforms. This research aims to enhance the accuracy of detecting fake news in Indonesian by developing a model using lexicon-based and Long Short-Term Memory (LSTM) approaches. The study integrates sentiment analysis with lexicon-based scoring to identify key features in news articles, while LSTM is employed to analyze sequential patterns in the data. The methods were tested on a dataset consisting of both hoax and non-hoax news collected from reliable sources. The results indicate that the hybrid model significantly improves the detection accuracy, achieving an impressive accuracy rate of 99%. This research demonstrates the potential of combining lexicon-based and LSTM approaches to overcome challenges in detecting fake news, especially in low-resource languages like Indonesian. The findings contribute to advancing the development of reliable and efficient systems for combating misinformation in the digital age. Diponegoro University 2025-06-29 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/72212 10.14710/vol15iss2pp285-292 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 285-292 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/72212/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/17488 2018-05-30T22:49:26Z jsinbis:RAC

Penjadwalan Tenaga Kebidanan Menggunakan Algoritma Memetika Dodu, A. Y. Erwin Nugraha, Deny Wiria Putra, Subkhan Dinda Midwife Scheduling; Memetics Algorithm; Evolutionary Algorithm; Local Search The problem of midwife scheduling is one of the most frequent problems in hospitals. Midwife should be available 24 hours a day for a full week to meet the needs of the patient. Therefore, good or bad midwife scheduling result will have an impact on the quality of care on the patient and the health of the midwife on duty. The midwife scheduling process requires a lot of time, effort and good cooperation between some parties to solve this problem that is often faced by the Regional Public Hospital Undata Palu Central Sulawesi Province. This research aimed to apply Memetics algorithm to make scheduling system of midwifery staff at Regional Public Hospital Undata Palu Central Sulawesi Province that can facilitate the process of midwifery scheduling as well as to produce optimal schedule. The scheduling system created will follow the rules and policies applicable in the hospital and will also pay attention to the midwife's preferences on how to schedule them according to their habits and needs. Memetics algorithm is an optimization algorithm that combines Evolution Algorithm  and Local Search method. Evolution Algorithm in Memetics Algorithm generally refers to Genetic Algorithm so that the characteristics of Memetics Algotihm are identical with  Genetic Algorithm characteristics with the addition of Local Search methods. Local Search in Memetic Algorithm aims to improve the quality of an individual so it is expected to accelerate the time to get a solution. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17488 10.21456/vol8iss1pp99-106 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 99-106 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17488/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59657 2023-11-13T20:40:14Z jsinbis:EDT

Preface Mustafid, Prof . Diponegoro University 2023-10-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59657 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59657/24788 Copyright (c) 2023 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9861 2016-01-02T04:06:02Z jsinbis:RAC

Particle Swarm Optimization Untuk Sistem Informasi Penjadwalan Resource Di Perguruan Tinggi Mansur, Mansur Prahasto, Toni Farikhin, Farikhin Course timetabling management information system is a system focusing on data management resource and constraints in optimizing the use of available resources and avoid clashing in the process of making class timetabling, so that the resulting information will be effective. Results of such information may assist the college in planning the use of space, and to develop programs of study. Data resource and constraints are implemented using timetabling information system with PSO algorithm. The results of the data analysis using the PSO algorithm by combining six hard constraint and two soft constraints cannot produce an optimal solution, because there are still clashing lecturer-timeslot (soft1), but without combining both soft constraints can produce maximum solutions in the use of the room, where the solution with the best fitness value (0.333), c1(2,0), c2(2,0), w(0,2), and maximum of 10 iterations of the desired solution. The final results are timetabling management information system for resource utilization that generates class timetable information and use of the room.   Keywords : Management information system; PSO algorithm; Resource; Constraints; Course timetabling; Higher education Diponegoro University 2014-04-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9861 10.21456/vol4iss1pp11-19 Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014; 11-19 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9861/Mansur

oai:ojs.ejournal.undip.ac.id:article/63226 2024-04-18T20:20:38Z jsinbis:EDT

Back matter JSINBIS 14 (2) 2024 Mustafid, Prof Back matter JSINBIS 14 (2) 2024 Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63226 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; xi 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63226/25761 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9889 2017-03-03T14:02:49Z jsinbis:RAC

Sistem Pendukung Keputusan Penyeleksian Proposal Dana Menggunakan Metode AHP D Numbers Kurniati, Rezki Surarso, Bayu Farikhin, Farikhin Selection offundsproposals was done to selectan eligible applicant. The Selectioninvolvesmultipleassessors(decision group) totakea decision. This study used AnalyticProcessHirarcyDampsterNumber orknown as theAHPDNumbersorD-AHP. This methodcan beusedfordecision makingprocess ofindividuals andgroups.In additionD-AHP alsosolve the problemwithcomplete informationandincompleteinformation. D-AHP processby consideringthe selectioncriteriaandalternativeassessment.Assessmentby doinga comparisonbetweenthe criteria.Furthercomparisonof thealternativecriteria.The end result isarankingof theoptions. . Keywords: DNumbers; D-AHP; Preference relation; Proposal selection Diponegoro University 2015-04-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9889 10.21456/vol5iss1pp9-18 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 9-18 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9889/pdf

oai:ojs.ejournal.undip.ac.id:article/29639 2020-08-23T12:40:30Z jsinbis:RAC

Aplikasi Model DeLone and McLean untuk Mengukur Keberhasilan Sistem Informasi Penelitian dan Pengabdian Masyarakat di Universitas Brawijaya Puspitasari, Tri Kusumawati, Andriani Sujarwoto, Sujarwoto Success; Information System; DeLone and McLean; College; Research; Community Services Aplication of DeLone and Mclean's Model (2003) renewed is very appropriate measuring the success of information system. This study aims to identify key success factors in the net benefits of information system used for managing research and community services at Brawijaya University. We applied DeLone and McLean model for identifying the key factors of the information system. Data were collected through survey involved 250 University Brawijaya lecturers. The results of the Structural Equation Modeling (SEM) analysis showed the net benefits of the information system were determined by the satisfaction and intention of the lecturers to use the information system, meaning that the more satisfied the lecturers were with the information system and the greater their intention to use the existing information system, the net benefit received would be bigger. Among the three factors that determine the satisfaction and intention of lecturers to use the system, the quality of the system has a greater influence than the quality of information and services. Diponegoro University 2020-06-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29639 10.21456/vol10iss1pp94-104 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 94-104 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29639/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/29639/5757 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/49978 2023-10-22T22:31:35Z jsinbis:RAC

Analisis Kesuksesan Sistem Informasi Manajemen Daerah (SIMDA) dengan Metode Delone dan Mclean Success Model dan Technology Acceptance Model (TAM) Vatresia, Arie Pasaribu, Tini Success Analysis; DeLone And McLean IS Success Model; SIMDA; Technology Acceptance Model (TAM) Eight years since the implementation of the Regional Management Information System (SIMDA), there has been no specific research to analyze the information system both in terms of implementation, system quality, user acceptance, and the success of the system in its implementation. This study aims to determine the success of implementing the program at the Bengkulu Provincial DPMD office using the DeLone And McLean IS Success Model and Technology Accepeance Model (TAM) with seven research variables (system quality, information quality, perceived usefulness, perceived ease of use, service quality, user satisfaction, and net benefits). Furthermore, this research provides recommendations that can be used to update SIMDA so that it suits user needs. The seven variables of this study resulted in twelve proposed hypotheses (six were rejected and another was accepted). Six paths of accepted hypothetical relationships are: system quality with ease of use; relationship between information quality and perceived usefulness; relationship between information quality and net benefits; relationship between service quality and perceived ease of use; relationship between perceived ease of use and user satisfaction; and relationship between perceived usefulness and user satisfaction. Meanwhile, the relationship path of the rejected hypotheses is the relationship between system quality and perceived usefulness, the relationship between system quality and net benefits, the relationship between information quality and perceived ease of use, the relationship between service quality and user satisfaction, the relationship between perceived ease of use and perceived usefulness, and the relationship between user satisfaction and net benefits. Diponegoro University 2023-08-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/49978 10.21456/vol13iss1pp70-77 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 70-77 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/49978/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/49978/12003 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/59963 2025-07-07T19:24:15Z jsinbis:RAC

Bot Innovation Realizing Service Excellence: Designing WhatsApp Chatbot as a Customer Service Solution Puspitasari, Nia Budi Ginting, Asteria Noventi Ageta Br Saribu, Aditya Agung F. Dolok Chatbot, Decision Tree Based, Waterfall, WhatsApp, Customer Information Services With the support of qualified employees, PT BPR PPK is a banking company that provides excellent customer service. According to interviews with Bank P employees and customers, customers are dissatisfied with the information they receive. Employees sometimes responded to customer inquiries about Bank P's products and banking within 1 to 2 weeks. Additionally, not everyone can access the website due to a lack of understanding of technology, particularly among older customers. As a result, customers require a more detailed, interactive, and easily accessible information system, mainly through integrating AI technology as a chatbot into the WhatsApp application. This research aims to make it easier for customers to access Bank P's banking information. The chatbot design employs the waterfall method, utilizing dialog flow tools and a decision tree chatbot type that aligns with the user's needs. According to black-box testing results, the chatbot system meets functional needs and follows the database. Meanwhile, the user satisfaction questionnaire yielded an average accuracy of 98.6%, demonstrating the chatbot's feasibility in providing customers with the necessary information. The chatbot system also received a positive response from users. Diponegoro University 2025-05-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59963 10.14710/vol15iss2pp221-229 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 251-259 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59963/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12102 2017-09-19T02:49:40Z jsinbis:RAC

Algoritma K-Means Clustering Untuk Pengelompokan Ayat Al Quran Pada Terjemahan Bahasa Indonesia Robani, Miftachur Widodo, Achmad Clustering, K-Means, Al Quran, Silhoutte etection Clustering process can make the process of grouping data so that the data in the same cluster have high similarity with the data in the same cluster. One of the clustering algorithm that is widely used is the K-Means because it has advantages such as simple, efficient, easy to understand and easy to apply. Grouping paragraph dealing with similar themes will allow users to find a theme in the Qur'an. This study aims to produce an information system that can perform grouping Quran with K-Means method. This research was conducted with a pre-processing stage process for text data, weighting by TFIDF, grouping data with K-Means clustering, labeling data for keywords. The resulting system is able to display a verse in groups associated with the keyword. The test results by using the index on the silhouette of Surah Al Fatihah generate positive value of 0.336 which means that the data in the right group, while the frequency of keywords versus the amount of data to produce a percentage of 53%, which means the keyword represents half of the data in the cluster. Tests also showed that the test results silhouette will be directly proportional to the number of clusters and inversely proportional to the number of data dimensions. To increase the value of testing required centroid method for early elections, the reduction of data dimensions and methods of measurement of distance and similarity. Diponegoro University 2016-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12102 10.21456/vol6iss2pp164-176 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 164-176 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12102/pdf_1 Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/40444 2023-05-29T17:48:26Z jsinbis:RAC

Evaluasi Usability Aplikasi EDMODO dengan SUS dan Thematic Analysis Sutoyo, Mochammad Arief Hermawan Rahayu, Puji Distance learning; EDMODO; System Usability The Covid pandemic that occurred in 2020 prompted the Indonesian government to issue policies related to distance education (PJJ), to avoid the spread of disease. This sudden appeal caused tertiary institutions and students who were not ready to be ready and accustomed to the situation. To do PJJ at X University, which is located in Jambi province, use EDMODO as an application to do PJJ. The use of EDMODO as a PJJ media has been going on for almost 2 semesters, but the effectiveness of teaching via EDMODO has not been studied for its success, so an analysis is needed related to the application of EDMODO as a PJJ application. The author uses a system usability scale to analyze the educational usability level of this application. From the calculation results, the average value of SUS is 71,2. However, there is a possibility of decreasing educational usability in this application. So, it is recommended that this application be developed again. Diponegoro University 2022-01-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/40444 10.21456/vol11iss2pp146-151 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 146-151 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/40444/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/40444/9546 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/40444/10045 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6079 2016-04-06T06:34:42Z jsinbis:RAC

Sistim Tampilan Jadwal Pesawat Udara Dengan Mode Dual Display Di Bandara Ahmad Yani Semarang Suseno, Hari Schedule for airline passengers is important information that is provided by the airport manager. Airport flight information on the display screen using a media schedule called flight information display system (FIDS). FIDS system comes from two processes that display arrival and departure information. The device comes from the appearance of two separate computer with information for each. The use of two computers that are used to the old system at the airport FIDS devices. This research aims to create an integrated FIDS system device to combine the information into one unified display in dual display mode pattern display (dual view). Design systems using software programming VB6 and hardware modifications applied to design a system FIDS new on view flight schedules. With a centralized system obtained an interactive display schedules for flight schedule. Keywords : FIDS system; Flight schedule; Display  information Diponegoro University 2014-02-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28 10.21456/vol2iss1pp018-022 Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012; 018-022 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/71827 2026-05-11T08:27:48Z jsinbis:RAC

Investigation of Traffic Characteristics and Arrival Patterns at Pertashop in Suburban Area of Semarang City Lestari, Mutia Ayu Hermawan, Ferry Narendra, Alfa Investigation of Traffic Characteristics; Small-Scale Gas Station; Pertashop; Suburban Area of Semarang City; Traffic Flow Disruptions Pertashop, developed by PT. Pertamina, is a small-scale gas station business designed to meet the fuel needs of vehicles in suburban areas while maintaining fuel quality. Variations in land use functions can lead to different travel attractions, leading to varied arrival patterns and potential traffic flow disruptions, thus impacting road quality around Pertashop locations. This study seeks to investigate the traffic characteristics and arrival patterns at small-scale gas stations such as Pertashop, providing a basis for development planning and optimizing services in the suburban areas of Semarang City. Using qualitative and quantitative descriptive research methods, the study analyzes the relationship between land use factors and traffic characteristics on Pertashop vehicle service patterns. The findings indicate that the traffic flow around Pertashop follows the Underwood model, demonstrating that vehicles entering Pertashop hinder the traffic flow on surrounding roads. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71827 10.14710/vol15iss3pp414-420 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 414-420 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71827/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/17335 2018-05-30T22:44:35Z jsinbis:RAC

Sistem Pendukung Keputusan Pemilihan Siswa Berprestasi Berbasis Website dengan Metode Simple Additive Weighting Pradana, Razqa Lathif Purwanti, Dwi Arfriandi, Arif selection of outstanding students, simple additive weighting, decision support system. Generally, the selection of outstanding students in every school still uses the report value as the reference and it is done manually. It is required a system that may select the outstanding students accordance with the criteria and done automatically. In this study, it was developed an automatic system for selecting outstanding students by using Simple Additive Weighting (SAW) concept. The criteria set by the school in the selection of outstanding students are the average of the first and the second semester score, the achievements on district, city, and national level, liveliness in the organization and extracurricular, and credit point of attitude. Method of investigation used in this study is R & D, including introduction study, the development of system consisting of the application of SAW method and designing waterfall method, and testing of system which done by testing the comparison of the result and respond of users. The result of black box testing showed that all functionality in the system run well and appropriate; while for the white box showed that all paths run in accordance with SAW method. For the result of the comparison testing showed that the validation level was 100%. The result of the users respond revealed that the average of teacher responds was 90% and the students respond was 80, 34%. Therefore it can be concluded that decision support system by using SAW method can determine the outstading students. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17335 10.21456/vol8iss1pp34-41 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 34-41 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17335/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/17335/2096 Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/53796 2023-11-13T20:38:31Z jsinbis:RAC

Implementasi Metode Fuzzy AHP untuk Sistem Pendukung Keputusan Peminjaman pada Koperasi Kredit Sejahtera Wonoseto, Muhammad Galih Alfiandy, Muhammad Yolan Sistem Pendukung keputusan, Fuzzy AHP, Blackbox Testing, UAT Koperasi Kredit Sejahtera is a cooperative engaged in savings and loan services in the Bogor area. One form of KKS service to employees is by providing loan funds to help solve financial problems for employees. The problem faced by KKS so far is that decision-making activities in lending are still inadequate which results in non-performing loans or bad debts because the cooperative does not have a special system for decision making. Based on the problems that occur, researchers will build a decision support system that can handle credit problems using the Fuzzy AHP method using 9 criteria, namely salary, term, other loans, membership status, expenses, accuracy of previous payments, work, loan purpose and loan amount so that it can help the cooperative in determining the provision of loans to prospective creditors quickly, precise and accurate according to the ranking of the fuzzy AHP calculation results. Blackbox testing is carried out to test the achievement of the functional requirements of the system which shows that the functional requirements are met 100% of the total 8 functional consisting of 5 functional on admin actor and 3 functional on officer actor can be done/valid. UAT testing is used to test the achievement of non-functional requirements. By conducting a questionnaire to 16 respondents, the result is 100% valid and reliable. So that 100% of non-functional needs are successfully met. Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53796 10.21456/vol13iss2pp104-111 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 104-111 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53796/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/53796/14334 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/53796/14335 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9719 2016-04-06T06:54:03Z jsinbis:RAC

Implementasi Adaptive Neuro Fuzzy Inference System untuk Penentuan Status Gizi Balita Baun, Hanna Mariana Nurhayati, Oky Dwi Penentuan status gizi balita dilakukan untuk mengatasi permasalahan yang sangat penting dan mendasar dari kesehatan masyarakat karena jika terjadi permasalahan status gizi pada balita, hal ini akan sangat berpengaruh pada tumbuh kembangnya dan bersifat irreversible (tidak dapat pulih). Untuk mengatasi permasalahan tersebut dibuat suatu sistem yang mempunyai kemudahan komputasi dalam pengklasifikasian status gizi. Data dianalisis dengan menggunakan metode Adaptive Neuro Fuzzy Inference System (ANFIS) dengan algoritma hibryda yang melakukan pembelajaran dengan metode Least Square Estimator dan Backpropagation dan pengklusteran dengan menggunakan fuzzy C-means. Tujuan penelitian ini adalah untuk membuat suatu sistem pengukuran dengan menggunakan metode ANFIS untuk penentuan status gizi balita sehingga pengguna dapat dengan mudah untuk melakukan pengukuran status gizi. Hasil evaluasi menunjukan bahwa hasil klasifikasi lebih akurat dibandingkan menggunakan perhitungan manual karena dengan perhitungan ANFIS, kecenderungan nilai rata-rata error dan rata-rata RMSE semakin kecil pada saat jumlah iterasi bertambah dari 200 ke 5000 dengan nilai jumlah input membership function sama dengan 9 dan nilai target error sama dengan 0,1, RMSE dan rata-rata error bernilai 0 dan akurasi total menjadi 81.15% dari 138 total data yang dilatih dan diuji. Penelitian ini menghasilkan tools program untuk penentuan status gizi balita dengan menggunakan metode ANFIS untuk mempermudah pengklasifikasian status gizi balita. Studi kasus yang dilakukan pada Rumah Sakit Umum W.Z. Yohannes Kupang.   Kata kunci : Status gizi; Metode ANFIS; Algoritma hibryda; Fuzzzy C-means Diponegoro University 2013-07-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9719 10.21456/vol3iss2pp116-125 Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013; 116-125 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9719/hanna%20mariana

oai:ojs.ejournal.undip.ac.id:article/20791 2019-07-25T21:11:16Z jsinbis:RAC

Implementasi Algoritma Dijkstra Untuk Analisis Rute Transportasi Umum Transjogja Berbasis Android Sunardi, Sunardi Yudhana, Anton Kadim, Ahmad Azhar Android; Dijkstra; Yogyakarta; TransJogja TransJogja is one of the public transportation media used by Yogyakarta residents. Currently TransJogja has served many passengers with various routes and has become a favorite transportation for locals and tourists visiting Yogyakarta. TransJogja continues to provide the best services for its users to attract potential passengers. Lack of information about bus routes and stops creates a negative impression for TransJogja users such as using the bus or going down to the bus which is not the destination of the user. This study aims to implement and analyze the TransJogja route using the Dijkstra Algorithm and utilize Android as its medium so that it can increase the interest of Transjogja users and facilitate service. Dijkstra Algebra is an algorithm to find the best route by comparing all the good weights in terms of distance, time and route to be passed. The weight used is the distance between stops. In this study obtained the best route results with a shorter execution time of <0.0076 seconds and the results of the route obtained can be displayed to an Android-based mobile device as expected. Using the developed application is expected to be a solution to be applied to TransJogja and other public transportation. Diponegoro University 2019-05-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20791 10.21456/vol9iss1pp32-38 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 32-38 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20791/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/20791/2845 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9878 2016-02-15T13:33:10Z jsinbis:RAC

Sistem kontrol inventori pemasokan barang Secara Real Time Menggunakan Vendor-Managed Inventory (VMI) dan Short Message Service (SMS) Turang, Rinaldo Suseno, Djatmiko Endro This research underlines the urgency of real-time stock replenishment control system for distributors using vendor-managed inventory. It is valuable in improving corporate performance in lowering inventory cost as well as making better customer service due to the cut made in ordering cycle. The system produces real-time information on stock available at the retailing stores. Stock replenishment can then be done by the distributor at the right time. Using Short Message Service (SMS) as a one-way information channel from retailers to their distributor, the data of every transaction of the supervised item are processed by a rule-based forward-chaining inference system to determine the item’s availability in stores. Folowing steps in Rapid Application Development (RAD), the construction of this system takes place through business modeling, data modeling, process modeling of VMI system, then the application is generated and tested as a prototype. The results are: the stock replenishment control system are able to make transactional data at the stores transparent to the distributor, facilitating the continuation in stock delivery. System architecture reduces the time needed to access information about sales on supervised item by using SMS shortcut. This control system developed in stores can be operationally independent from the retailing systems. Rule-based forward-chaining inference technique processes facts on stock variations, resulting in stock replenishment notification such as normal, reserve, and depleted warning. Keywords: VMI, inventory; Stock replenishment; Rule-based reasoning; Forward-chaining system, RAD Diponegoro University 2014-07-05 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9878 10.21456/vol4iss2pp139-147 Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014; 139-147 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9878/Rinaldo%20Turang

oai:ojs.ejournal.undip.ac.id:article/25702 2020-08-23T12:40:30Z jsinbis:RAC

Preferensi Konsumen Pengguna E-Commerce yang Memengaruhi Kesadaran akan Perlindungan Konsumen pada Generasi X Widyastuti, Hardiana Prastitya, Tita Ajeng Access to Information; Consumer Protection Awareness; Experience; Knowledge Nowadays people choose to buy product using the internet. E-Commerce is an alternative channel to buy goods or services, but the fact that the goods or services received by consumers are not always satisfying. In dissatisfication case, consumers have rights to sued. In this case, some consumers prefer to accept the deficiencies, because consumer’s lackness of consumer protection awareness. Consumer protection is an effort that guarantee consumer’s safety with legal aspect. The purpose of this study is to analyze the factors that influence the awareness of consumer protection. The method to determine the respondent is done by using purposive sampling with sample of 200 respondents, X Generation that had already used e-commerce. The result are then analyzed by descriptive analysis and Structural Equation Modeling with Partial Least Square. Result of this research shows that consumer protection awareness affected by access to information and experience. The information and experience that consumer have will be a lesson for the next online transaction. Diponegoro University Departemen Manajemen, Institut Pertanian Bogor 2020-05-08 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25702 10.21456/vol10iss1pp10-19 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 10-19 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25702/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25702/5324 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/52158 2023-10-22T22:31:35Z jsinbis:RAC

Penerapan PIECES Framework dalam Analisis Kepuasan Pengguna F-Learn UKSW saat Pandemi Covid-19 Pangentasan, Eric Bintang Maria, Evi PIECES framework; SWCU F-Learn, User satisfaction; Covid-19 This research aimed to analyze the satisfaction level of Satya Wacana Christian University (SWCU) F-Learn users in daring learning during the Covid-19 pandemic using the PIECES framework. This method was chosen because it has proven its effectiveness in evaluating system user satisfaction in identifying problems, opportunities and development directions for the system being developed. This research analyzes six variables: performance, information and data, economics, control and security, efficiency, and service. The research sample for this was SWCU students. The total sample is 160 respondents. Data was measured using a Likert scale. The results of testing on the variables performance, information and data, control and security, efficiency, and service, users feel satisfied, while testing the economics variables, F-Learn users feel very satisfied. Additional testing on the performance of F-Learn confirmed that F-Learn has an excellent performance in terms of the speed of responding to commands, as well as in terms of control F-Learn is in category B (good). Overall, the average level of satisfaction of F-Learn users is 4.02. It means that overall F-Learn users, namely SWCU students, were satisfied when using F-Learn during the implementation of the daring learning policy during the pandemic. Diponegoro University 2023-08-08 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52158 10.21456/vol13iss1pp60-69 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 60-69 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52158/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/62609 2024-10-09T18:44:39Z jsinbis:RAC

Penerapan Metode Case-Based Reasoning pada Website SORTING (Sorong Atasi Stunting) Sebagai Implementasi Smart City (Studi Kasus: Distrik Sorong Timur) Manuhutu, Melda Tindage, Jalmijn Bobii, Permenas Case-Based Reasoning; Smart Cities; Stunting; Website Stunting is one of the issues designated as a national priority issue at this time. Determining this priority issue is to accelerate the level of achievement of national development goals. East Sorong District, Sorong City, Southwest Papua Province is one of the focus location with a high prevalence rate. This study aims to develop an information technology called SORTING (Sorong Atasi Stunting) using the case-based reasoning method. This research produces a system that can be accessed from anywhere and at any time, which can be used by residents, especially mothers, to consult regarding their baby's growth problems. SORTING was developed using the expertise of nutritionists who usually deal with stunting problems. SORTING resulted in several conclusions that the application expert system can diagnose stunting by using the case-based reasoning method as an engineering approach to the knowledge base; The application of the SORTING expert system can provide an overview of stunting including the results of the percentage of diagnoses, factors and recommendations for solutions that must be taken; The application of the SORTING expert system can be used as a second alternative to consult with experts in diagnosing stunting. And it can also be an alarm to continue consulting with experts directly; The application of the SORTING expert system can increase knowledge about stunting. The researchers hope that SORTING can assist the government in the National Action Plan for Stunting Management which emphasizes reducing stunting rates and can help the community recognize stunting diseases early and prevent them. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62609 10.21456/vol14iss4pp392-402 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 392-402 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62609/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10724 2018-01-10T04:15:58Z jsinbis:RAC

Jaringan Syaraf Tiruan Perambatan Balik Untuk Pengenalan Wajah Saubari, Nahdi Isnanto, Rizal Adi, Kusworo Detection, Recognition, Haar-Like Feature, ANN Backpropagation This research discusses about face detection and face recognition in an image. Face detection has only two classifications, i.e face and not face. Face recognition is compatible with some classifications of a number individuals who want to be recognized. Face detection and face recognition in thi study using Haar-Like Feature method and Artificial Neural Network Backpropagation. A method Haar-Like Feature used for detection and extraction in an image, because the clasification on this method showed success at used to detect image of the face. Artificial Neural Network Backpropagation is a training algorithm that is used to do training simulated on facial image data training stored in a database. This study uses Ms. Excel 2007 as database with 10 individual sample image, every image in each individuals having three distance with every range has four defferent light intensities, so that the data training stored in the database reached 120 data training. The results shows that the face detection and face recognition which is developed can recognize a face image with an average accuracy rate reaches 80,8% for each distance. Diponegoro University 2016-11-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10724 10.21456/vol6iss1pp30-37 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 30-37 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10724/pdf

oai:ojs.ejournal.undip.ac.id:article/32543 2021-09-01T00:23:41Z jsinbis:RAC

Klasifikasi Citra Histopatologi Kanker Payudara menggunakan Data Resampling Random dan Residual Network Setiawan, Wahyudi Histopathology; Breast Cancer; Random Resampling Data; Residual Network; Image Classification Data imbalance between classes is one of the problems on image classification. The data in each class is not equal and has a relatively large difference generated in less than optimal classification results. Ideally, the data in each class is equal or have a slight difference. This article discusses the classification of the histopathology breast cancer image. The data consist of  8 classes with unbalanced data. The method for balancing the data in each class uses random resampling which is applied to training data only. The data used from BreakHist with magnifications of 40x, 100x, 200x, and 400x . The classification uses Residual Network (ResNet) 18 and 50. The best results are obtained on images with a magnification of 400x. Classification results using ResNet18 has an average accuracy of 79.82%, an average precision of 71.39%, and an average recall of 82.37%. Meanwhile using ResNet50 showed an average accuracy of 81.67%, average precision of 78.41%, and an average recall of 82.91%. Diponegoro University 2021-08-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32543 10.21456/vol11iss1pp70-79 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 70-77 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32543/pdf Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6115 2016-04-06T06:39:17Z jsinbis:RAC

Rancang Bangun Data Warehouse Untuk Analisis Kinerja Penjualan Pada Industri Dengan Model Spa-Dw Putra, Randy Oktrima Prahasto, Toni A company, majorly company that active in commercial (profit orientation) need to analyze their sales performance. By analyzing sales performance, company can increase their sales performance. One of method to analyze sales performance is by collecting historical data that relates to sales and then process that data so that produce information that show company sales performance.   A data warehouse is a set of data that has characteristic subject oriented, time variant, integrated, and nonvolatile that help company management in processing of decision making. Design of data warehouse is started from collecting data that relate to sales such as product, customer, sales area, sales transaction, etc. After collecting the data, next is data extraction and transformation. Data extraction is a process f or selecting data that will be loaded into data warehouse. Data transformation is making some change to the data afte r extracted to be more consistent. After transformation processing, data are loaded into data warehouse. Data in data warehouse is processed by OLAP (On Line Analytical Processing) to produce information.  Information that are produced from data processing  by OLAP are chart and query reporting. Chart reporting are sales chart based on cement type, sales chart based on sales area, sales chart based on plant, monthly and year ly sales chart, and chart based on customer feedback. Query reporting are sales based on cement type, sales area, plant and customer.Keywords: Data warehouse; OLAP; Sales performance analysis; Ready mix market Diponegoro University 2014-01-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31 10.21456/vol2iss1pp036-042 Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012; 036-042 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/31/298

oai:ojs.ejournal.undip.ac.id:article/71817 2025-07-07T19:24:15Z jsinbis:RAC

Optimization of Prediction for Cancellation of Hotel Room Reservation Using Decision Tree with Feature Selection and Resampling Rahmawati, Eka Nurohim, Galih Setiawan Hotel Reservation Cancellation; Decision Tree Algorithm; Feature Selection; Resampling Technique; Revenue Management Optimization The hotel industry is highly competitive and faces challenges, such as fluctuating demand, intense competition, and shifting consumer preferences. One critical issue that hotels frequently encounter is the cancellation of room reservations, which disrupts operational planning and resource management and leads to significant financial losses. Accurately predicting the likelihood of reservation cancellation is essential to mitigate these negative impacts and optimize revenue management strategies. This study focuses on the development of a predictive model for hotel room reservation cancellations using a decision-tree algorithm. The Decision Tree was selected for its ability to manage complex relationships between variables and ease of interpretation, making it accessible to hotel managers without technical expertise. To enhance the performance of the model, a forward selection technique was employed to identify the most relevant features, ensuring a balance between the model complexity and predictive accuracy. Additionally, resampling techniques were applied to address class imbalance in the dataset, which is common in cancellation cases where non-cancelled reservations outnumber cancelled reservations. This study explores the prediction of hotel room reservation cancellations using a decision tree algorithm enhanced by feature selection and resampling. The model achieved an accuracy improvement to 90%, with precision and recall each increasing by 5,5% after applying these techniques. These findings suggest practical applications for improving cancellation predictions and optimizing revenue management strategies for hotels. The study provides insights into how data-driven approaches can enhance decision-making processes within the competitive hospitality industry. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71817 10.14710/vol15iss2pp211-215 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 211-215 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71817/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/14632 2020-04-17T08:08:55Z jsinbis:RAC

Penggunaan Media Sosial dengan Pendekatan Model AIDA bagi Usaha Kecil dan Menengah Syastra, Muhammad Taufik Adam, Steffi Social Media; Small Medium Enterprise; AIDA Model Small Medium Enterprise (SMEs) have a strategic role in the development of a country. Every SME needs to improve its competitive advantage. One way to improve the competitive advantage is to utilize social media in running the business. The research aims to This study aims to implement the use of social media with reference to the AIDA Model for SMEs.  The fresearch focuses on social media facebook. SMEs are given training in using social media. Training participants as respondents from this research are 20 SMEs. The data analysis technique used is Miles and Hubermann. Results from this study indicate that the AIDA model can be used as an approach in using social media facebook. A total of 20 SMEs have been trained to use social media facebook based on AIDA model Diponegoro University 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14632 10.21456/vol7iss2pp114-119 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 114-119 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14632/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/14632/1500 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/14632/1501 Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/52359 2023-10-22T22:31:35Z jsinbis:RAC

Perbandingan Performa Cluster Model Algoritma K-Means Dalam Mengelompokkan Penerima Bantuan Program Keluarga Harapan warisa, warisa Nurahman, Nurahman Clustering; Data Mining; Davies Bouldin Index; Fuzzy C-Means Poverty has so far played a role as a problem faced by residents of the Mentawa Baru sub-district, Ketapang. The inability of this community is related to the need to meet education and health needs in social welfare. In assisting the grouping of beneficiary data is carried out using the K-Means algorithm. Apart from that, to increase performance, those who have gone through the first grouping process are then continued using feature selection in the decision tree tool. The algorithm used aims to classify PKH beneficiary data to help the government find out about the handling of the aid program in Mentawa Baru Ketapang sub-district. As for the results obtained from this study, namely, the accuracy of the initial clustering obtained a DBI value of -0.994 at K=8 while the second clustering value that had gone through feature selection with K=3 obtained a DBI value of -0.865. It is known from the performance testing of the comparison of the two clustering that the best performance value is found in the second cluster after going through feature selection. Diponegoro University 2023-06-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52359 10.14710/vol13iss1pp%p Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 20-28 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52359/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/52359/12813 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/7029 2016-04-18T16:19:55Z jsinbis:RAC

RULE-BASE METHOD FOR ANALYSIS OF QUALITY E-LEARNING IN HIGHER EDUCATION darsih, darsih darsih ABSTRACT Assessing the quality of e-learning courses to measure the success of e-learning systems in online learning is essential. The system can be used to improve education. The study analyzes the quality of e-learning course on the web site www.kulon.undip.ac.id used a questionnaire with questions based on the variables of ISO 9126. Penilaiann Likert scale was used with a web app. Rule-base reasoning method is used to subject the quality of e-learningyang assessed. A case study conducted in four e-learning courses with 133 sample / respondents as users of the e-learning course. From the obtained results of research conducted both for the value of e-learning from each subject tested. In addition, each e-learning courses have different advantages depending on certain variables. Keywords : E-Learning, Rule-Base, Questionnaire, Likert, Measuring. Diponegoro University 2015-04-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/7029 10.21456/vol5iss1pp72-78 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 72-78 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/7029/pdf

oai:ojs.ejournal.undip.ac.id:article/81676 2026-05-16T14:08:22Z jsinbis:RAC

Smart Catering Canteen School (SCCS) using Streamlit Trihandaru, Suryasatriya Parhusip, Hanna Arini Larasati, Mitchella Sinta Smart Canteen; Stremlit; OCR; NLP The school canteen faced service problems of as many as 1000 students in a short break period, especially when everything had to be done manually on business processes, especially payments. The method that has existed so far is to use Google Form to place menu orders and manually pay all verified customers which causes delays and errors. Therefore, this study aims to create a business information system for canteens called the Smart Canteen System (SCCS) which uses Optical Character Recognition (OCR) and Natural Language Processing (NLP) to be able to automate payment verification and provide sequences. This SCCS business information system will convert proof of payment from text to text and processed so that the validity of the proof of payment can be proven. With the Stremlit platform, the management process can be carried out in real time and reports can be carried out immediately. With this verification, SCCS provides the main result, namely efficiency, reducing errors in business processes in the canteen. Work that was originally done manually in 2 days became 5-10 minutes in the same process. Diponegoro University 2025-12-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/81676 10.14710/vol15iss4pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press) 2502-2377 2088-3587 en Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/20093 2018-12-26T00:47:38Z jsinbis:RAC

Implementasi Metode K-Means berbasis Chi-Square pada Sistem Pendukung Keputusan untuk Identifikasi Disparitas Kebutuhan Guru Nishom, M. Wibowo, Dega Surono Clustering; K-Means; Chi-Square; Teacher disparity; Student-teacher ratio. In this research, the Chi-Square-based K-Means method was implemented in the Decision Support System (DSS) to identify the disparity in Teacher's needs compared to the real conditions of Teacher's availability in the education unit (school). This is very important, because based on data from the UNESCO Institute for Statistics shows that the ratio between teachers and students in Indonesia is the lowest in the world. This is influenced by the distribution of Teachers who do not meet the needs and exceed the number of student enrollments at all levels of education, resulting in less optimal quality of education produced in various regions in Indonesia. Thus, it is necessary to group data and label the disparity of Teacher's needs in educational units in various regions in Indonesia, especially in the Tegal City. In this case, the K-Means Clustering method was used to group data based on Teacher's availability data, and Chi-Square analysis was used to determine the disparity in Teacher's needs with the condition of Teacher's availability. Data collection methods used in research are observation methods. The results showed that the DSS application that had been produced could dynamically determine the education unit cluster based on the teacher availability disparity category in the Tegal City. In addition, labeling of the K-Means cluster based on the Chi-square test has a high degree of accuracy, which is 84.47%. Diponegoro University Politeknik Harapan Bersama 2018-11-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20093 10.21456/vol8iss2pp187-194 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 187-194 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20093/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/58584 2024-04-18T20:20:38Z jsinbis:RAC

Audit Tata Kelola Teknologi Informasi dalam Mendukung Penerapan Good Corporate Governance (Studi Kasus PT XYZ) Simatupang, Agustin Adrianto, Henricus Judi Good Corporate Governance (GCG), COBIT 2019, Information Technology Governance, Risk Management, Information Technology The development of Information Technology (IT) is rapidly growing and has increasing risks. Based on the Decision of the Ministry of State-Owned Enterprises S-122-MBU-DSI-05-2021 regarding the implementation guidelines for the assessment of IT Maturity Levels, companies are required to carry out an independent assessment of the maturity level of information technology. This research aims to assess the governance of IT risk management using the COBIT 2019 framework. The research method was carried out using descriptive qualitative methods using the COBIT 2019 framework and literature review, as well as through interviews, observations, questionnaires and review of company documents. The assessment results showed an average maturity level of 3.00 (Established) for 2 COBIT 2019 processes which were considered relevant to Information Technology Risk Management. On average, the 2019 COBIT processes have been implemented at PT XYZ is already running well with the IT risk management maturity level at level 3 and initiatives are still needed to reach maturity level 4 or better. Maturity level 3 means the process has been managed and achieved its goals in a more organized manner using organizational assets and resources. The process has been well defined with policies and standard operating procedures for the process and is carried out in accordance with good risk management and supports the Good Corporate Governance. In the process of increasing the maturity level of information technology risk management to higher level, there are 7 (seven) main recommendations to be implemented so that the information technology risk management process can improve and the implementation of recommendations from the assessment results will be prioritized in the implementation roadmap IT according to Company needs and targets. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/58584 10.21456/vol14iss2pp162-170 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 162-170 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/58584/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/24911 2020-04-17T08:12:54Z jsinbis:RAC

Sistem Peramalan Kebutuhan Hidup Layak Minimum (Kapita/Bulan) Kota Bandung Fahrudin, Rifqi Sumitra, Irfan Dwiguna Inflation; Forecasting; SARIMA; SES; KHL The importance of inflation forecasting is used as a reference for estimating the Need for Living (KHL). If inflation can be predicted with high accuracy, it can certainly be used as the basis for government policy making in anticipating future economic activity. This study aims to produce a model of inflation data forecasting system, the forecasting results can be used as a reference for determining the Decent Living Needs (KHL) of a single worker in one month. The data used in forecasting is inflation data for January 2011 - December 2017 while the KHL data for the food and beverage category is obtained from the food price portal. The method used in this study is the SARIMA-SES hybrid method. In forecasting the inflation rate where the data is in the form of time series, the SARIMA-SES hybrid method can show more accurate forecasting results than using a single method. Based on the comparison of the overall forecasting model and by combining the SARIMA (1,0,1) (1,0,1) 12 and SES models with alpha 0,6 the smallest error value with MAD value 0,114, MSE 0,017 and 0,39% for MAPE. From these results, it was gathered that inflation forecasting in Bandung City using the SARIMA-SES hybrid method has a high accuracy value so that the results of the KHL value calculation with the forecasting inflation value approach the actual value. From these values can be used as a reference for the decision making of a single worker in fulfilling their life needs one month. Diponegoro University Yeffry Handoko Putra Tias Syahroni Universitas Komputer Indonesia Hibah Tesis Magister Kemenristek Dikti No. 2898 / L4 / PP / 2019 2019-11-16 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24911 10.21456/vol9iss2pp192-203 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 192-203 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24911/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/24911/4326 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/65126 2024-10-09T18:44:39Z jsinbis:RAC

A Novel Fusion of Machine Learning Methods for Enhancing Named Entity Recognition in Indonesian Language Text Widyawan, Widyawan Utomo, Bayu Prasetiyo Rizala, Muhammad Nur NER; BERT; Pre-training; Machine Learning One of the important implementations in machine learning is Named Entity Recognition (NER), which is used to process text and extract entities such as people, organizations, laws, religions, and locations. NER for the Indonesian language still faces significant challenges due to the lack of high-quality labelled datasets, which limits the development of more advanced models. To address this issue, we utilized several pre-trained BERT models (bert-base-uncased, indobenchmark/indobert-base-p1, indolem/indobert-base-uncased) and datasets (NERGRIT-IndoNLU, NERGRIT-Corpus, NERUGM, and NERUI). This study proposes a novel fusion approach by integrating deep learning architectures such as CNN, Bi-LSTM, Bi-GRU, and CRF to detect 19 entities. This approach enhances BERT’s sequence modelling and feature extraction capabilities, while CRF improves entity prediction by enforcing global word-sequence constraints. Experimental results demonstrate that the fusion approach outperforms previous methods. On the bert-base-uncased dataset, accuracy reached 94.75%, while indobenchmark/indobert-base-p1 achieved 95.75%, and indolem/indobert-base-uncased achieved 95.85%. This study emphasizes the effectiveness of combining deep learning architectures with pre-trained transformers to improve NER performance in the Indonesian language. The proposed methodology offers significant advancements in entity extraction for languages with limited datasets, such as Indonesian. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65126 10.21456/vol14iss4pp311-320 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 311-320 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/65126/pdf_1 Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9917 2017-08-30T17:34:46Z jsinbis:RAC

Sistem Informasi Untuk Supply Chain Berkelanjutan Berbasis Pengetahuan Mustafid, Mustafid sustainable supply chain information systems, knowledge resources, knowledge management, green supply chain. Information systems and supply chain has a strategic role to manage, measure and improve business performance with a sustainable competitive advantage. This paper aims to design the basic theoretical concepts of information systems for a enterprise knowledge-based sustainable supply chain. These systems in the form of a sustainable supply chain information system designed based enterprise resource knowledge and directed in accordance with the objectives and indicators of business performance in a sustainable by taking into account environmental, economic and society. Concepts theoretical basic of this system can be used as a basic for research development and application in the field of information systems and supply chain sustainability. The application of this system can be used to help management in managing and optimizing enterprise knowledge resources in accordance with the potential of the enterprise in order to improve  business performance overall  and sustainability.  Diponegoro University 2015-10-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9917 10.21456/vol5iss2pp109-118 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 109-118 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9917/pdf

oai:ojs.ejournal.undip.ac.id:article/32563 2022-11-14T01:25:24Z jsinbis:RAC

Pemilihan Smartphone Berdasarkan Rekomendasi Profile User: Integrasi Fuzzy Analytical Hierarchy Process dan Rule Based Okfalisa, Okfalisa Iswavigra, Dwi Utari Rusnedy, Hidayati Saktioto, Toto Smartphone; Profile User; Fuzzy Analytical Hierarchy Process; Decision Support System The usability and usefulness of smartphones have been found to lack optimality. Moreover, the action of the customer appears to behave as a consumptive user instead of buying following the basic needs. In selecting the right smartphone, this study provides an alternative option for buyers. The Fuzzy Analytical Hierarchy Process (F-AHP) approach is applied by distinguishing between two distinct decision-making namely, Profile User as a user recommendation-based, and Smartphone-based selection. The suggested requirements are hobbies, areas of jobs, and the use of social network applications in determining the user profile. The weights of the criteria and alternatives for profile users are acquired through the dissemination of questionnaires to 117 respondents. In the meantime, parameters such as Random-Access Memory (RAM), Read-Only Memory (ROM), camera, processor, screen, and battery are added to the smartphone list of criteria upon on the interviews of 15 experts and practices in smartphone and Information Technology (IT). F-AHP rates each of the Smartphone and User Profiles as a first-round output. A rule-based expert system is employed to intertwine Smartphone and User Profiles decision-making viewpoints. The relationship between the Smartphone and the User Profile is therefore circumscribed as the final decision to applaud the acceptable Smartphone for those users of the profile. A prototype of the MatchSmartPhone application has been developed to computerize the F-AHP calculation. This application can be used to assist users according to the user's profile in delivering the best Smartphone device recommendations. Users would be wiser and smarter when shopping in advance. Diponegoro University 2020-12-24 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32563 10.21456/vol10iss2pp211-219 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 211-219 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32563/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/32563/7180 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6058 2016-04-06T06:28:23Z jsinbis:RAC

Data Clustering Menggunakan Metodologi CRISP-DM Untuk Pengenalan Pola Proporsi Pelaksanaan Tridharma Budiman, Irwan Prahasto, Toni Christyono, Yuli Quality of human resources faculty can be reflected from the implementation of productivity and quality Tridharma (education, research, community service  and  supporting  field  activities).  Lecturer  Workload  and Evaluation of  Higher Education  Tridharma  (BKD  and theEPT-PT)  aims  to  ensure  the  implementation  of  the  faculty  task  runs  according  to  the  criteria  set  out  in  legislation.  Data  clusteringTridharma  implementation is needed to  get  some  knowledge  of the  pattern of Tridharma  implementation  at  college.  Clustering  as a  data mining  technique  should be  scalable, reliable  and  meet  an  agreed  standard.  CRISP-DM is the standardization of  data mining  is  used  in this study. The results of data clustering found the pattern of proportion of Tridharma  into 3 clusters representing patterns: professionals, managers and teachers.Keywords : Clustering, CRISP-DM, K-Means, Tridharma Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20 10.21456/vol1iss3pp129-134 Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011; 129-134 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/20/274

oai:ojs.ejournal.undip.ac.id:article/71808 2025-07-07T19:24:14Z jsinbis:RAC

Increasing the Accuracy of Random Forest Algorithm Using Bagging Techniques in Cases of Stunting Toddlers Ali, Amir Purwanto, Purwanto Mundakir, Mundakir Random Forest; Bagging algorithm; Outlier removal; Stunting prediction; Accuracy Improvement Increasing the accuracy value can be increased by using other algorithms. Increasing the accuracy value of a classification algorithm, the level of success of the algorithm's prediction is more precise and appropriate in providing its label. The purpose of the research is look performance of accuracy value for prediction with bagging algorithm. This research use random forest algorithm and bagging algorithm used for optimization. 12 data whose position is far from other data. 12 data deviate from the data pattern and are outliers. With z-score process, it will be processed to eliminate outlier data. After removing the outlier data, the data clean is 137 toddler data. After removing outliers and standardizing the data, the accuracy value obtained was 71% up to 100th accuracy with random forest algorithm. Optimization of a bagging algorithm to predict stunting in a dataset of toddlers that has been acquired and assessed its performance. This can be seen from the optimization of prediction results up to the 100th iteration, where the prediction accuracy results were 80.67%. Using the Random Forest algorithm and bagging techniques, the prediction of stunting in toddlers works well. Optimization of prediction results up to the 100th iteration, where the prediction accuracy results were 80.67%. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71808 10.14710/vol15iss2pp167-172 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 167-172 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71808/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/14591 2020-04-17T08:08:31Z jsinbis:RAC

Perancangan Model Data Flow Diagram Untuk Mengukur Kualitas Website Menggunakan Webqual 4.0 Hapsari, Karina Priyadi, Yudi Data Flow Diagram; WebQual 4.0; User Satisfaction; Website Quality The more competition the e-commerce company and the development of technology company in Indonesia, website of Zalora Indonesia traffic rank declining. Measuring the quality of website by using WebQual 4.0 will help manage the web to be able to adjust the quality of the web with user perception.  The research aims to make design of Data Flow Diagram model to measure website quality using WebQual 4.0 based on user satisfaction variable. A case study was conducted on the Zalora Indonesia website. Data Flow model is used to make design of system model recommendation, while WebQual 4.0 method is used to measure website quality to user satisfaction. The research data using primary data in the form of questionnaires involving 384 respondents in the city of Bandung who had transacted on the website Zalora Indonesia. Data analysis technique applies descriptive analysis. Based on the research result on the quality of the website Zalora Indonesia, simultaneous positive and significant impact on user satisfaction Zalora Indonesia website. t test result showed that three variables partially have a posotive impact on user satisfaction Zalora Indonesia website is usability quality, information quality and service interaction quality, with Information quality variable has largest impact. Therefore, the modeling system using the Context Diagram-Data Flow Diagram focused on information quality variable.  Diponegoro University Universitas Telkom 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14591 10.21456/vol7iss1pp66-72 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 66-72 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14591/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/39874 2023-03-01T18:43:29Z jsinbis:RAC

Kepuasan Pengguna Layanan Shopee Food Menggunakan Algoritma Naive Bayes Chrishariyani, Cahya Dewi A. A. P. Rahman, Yusril Aini, Qurrotul E-marketing; E-commerce; User Satisfaction; Naïve Bayes. The rising growth of e-commerce in Indonesia has resulted in a shift in people's spending patterns toward online shopping. This growth triggers marketers or sellers to learn various strategies to satisfy consumers when shopping using applications, especially the Shopee online store. This study aimed to analyze the satisfaction of consumers and users of the Shopee food service application as measured in various aspects, including price and service quality. The population in this study were 33 respondents with a minimum age of 15 years and a maximum of 50 years who had to make payments at least once in the last six months on the Shopee application. The data collection technique in this study used an online questionnaire distribution using Google Forms, which was then analyzed by SPSS and classified using the Naïve Bayes (NB) algorithm with the RapidMiner tool. The analyzed data includes application display attributes or indicators, the number of drivers, price discounts, and payment methods. The results of this study indicate that all independent variables affect the dependent variable by 49.7% and simultaneously affect user satisfaction. Also, the accuracy of NB can reach 100% with 90% training and 10% testing data. Diponegoro University 2022-12-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/39874 10.21456/vol12iss2pp98-105 Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022; 98-105 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/39874/pdf Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6210 2016-04-06T06:47:59Z jsinbis:RAC

Analisis Faktor Kredibilitas Website E-Commerce Indonesia Studi pada Online Purchasing Cordiaz, Muhammad Prahasto, Toni Widiyanto, Ibnu In the number of Internet users in Indonesia continues to increase. Internet increasingly being used for purchasing online. There are many e-commerce websites that offer goods and services online. Internet users should be able to distinguish which websites are credible before engaging in electronic commerce activities. Be an interesting question, what factors are rated by visitors of a website as an e-commerce website that is credible or reliable. Using a web-based survey methods, respondents were asked what factors support the credibility of the website in electronic commerce purchasing transactions. The respondents were Internet users. Proposed survey questions are grouped into four factors, namely, kerpercayaan factors, factors expertise, sponsorship factors and specific factors. The survey results were tested with descriptive statistic. Based on the data obtained, the Trust Factor respondents prefer e-commerce website that is trusted by his close associates, while the respondents assess the Skill Factor of websites that apply when payments online transactions through banks Indonesia is considered more reliable. In the Sponsorship Factor and Specific Factor, respondents believe the e-commerce website that does television ads in the media and managed by official institutions. Keywords : credibility, trustworthiness, expertise, electronic commerce, online purchasing Diponegoro University 2013-04-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/7 10.21456/vol3iss1pp41-47 Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013; 41-47 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/7/Cordiaz

oai:ojs.ejournal.undip.ac.id:article/49373 2026-05-11T08:27:48Z jsinbis:RAC

Development of a Mikrotik API-Based Leaderboard System for Monitoring ISP User Activity Yutanto, Hariadi Effendi, Yusuf Supriyanto, Gaguk Leaderboard; Mikrotik API; ISP; SUS Evaluation; Internet Activity The digital transformation has significantly increased the demand for fast, stable, and transparent internet access. The surge in internet users, particularly in the post-COVID-19 era, has made internet services a primary necessity. PT Olean Telematika as an Internet Service Provider (ISP) utilizing Fiber To The Home (FTTH) technology, needs to implement a monitoring system capable of displaying customer activity in real time as a form of service transparency. This study aims to develop and evaluate a leaderboard system based on Mikrotik API that presents bandwidth usage rankings of ISP customers. The system was developed using the Waterfall model and integrated with PHP and MySQL to manage customer upload and download activity dat. Rankings are visually displayed through a web-based interface. This paper evaluated the system using the System Usability Scale (SUS) instrument with 30 active users, resulting in an average score of 75.63, which falls into the “good” category. These results indicate that the system is not only functional but also positively received by users. The leaderboard system is effective in enhancing service transparency and supporting data-driven decision-making by ISPs to improve customer satisfaction. Diponegoro University 2025-07-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/49373 10.14710/vol15iss3pp301-309 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 301-309 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/49373/pdf Copyright (c) 2025 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/16146 2018-12-26T00:47:38Z jsinbis:RAC

Pengukuran Kesadaran Keamanan Informasi Dan Privasi Pada Pengguna Smartphone Android Di Indonesia Akraman, Robbi Candiwan, Candiwan Priyadi, Yudi Information Security; Privacy; Awareness; Measurement; Smartphone Users Based on statistical data, it is known that Android is the most popular smartphone with the largest number of users in the world, which is about 1.8 billion users. The high number of users also invite the many cases of information security and privacy caused by the lack of awareness of the user such as : spam, spoofing/phising, network incident, malware, uploading something personal data such as photos, phone numbers, addresses or having no antivirus. This study aims to find out about the awareness of the security of information and privacy of Android smartphone users by doing measurement of problem. The awareness has  some dimensions such as attitude, knowledge and behavior with the seven focus areas of information security namely trust in app repository, misconception about app testing, security and agreement message, pirated application, adoption Security control, spam sms and report of security incidents and three focus areas of privacy are perceived surveillance, perceived intrusion, secondary use of information. This research uses analytical hierarchy process (AHP) to measure the level of awareness of information security and privacy of smartphone users. Overall, the results of the research show that information security has an average level of awareness (71%) but the focus area of report for security incidents has a poor level of awareness (37%) this occur because users prefer to solve their own information security issues experienced and privacy has an average level of awareness (76%). However, for secondary use of information in attitude dimension has low awareness level (66%). Based on the results of this study, it can be concluded that smartphone users in Indonesia have a poor awareness level in maintaining security and privacy of their information.  Diponegoro University 2018-10-24 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16146 10.21456/vol8iss2pp115-122 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 115-122 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16146/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/40532 2023-12-31T10:13:04Z jsinbis:RAC

Faktor-Faktor yang Mempengaruhi Kepuasan dan Minat Beli Ulang serta Loyalitas Pengguna Tokopedia Kurniawan, Laura Tjahjadi, Djajasukma Loyalty; satisfaction; repurchase intention Advances in technology have provided many conveniences in carrying out daily activities. One technology that is widely used today is online shopping as an application of the e-commerce system. One of the leaders of online shopping platform in Indonesia is Tokopedia. Tokopedia has received many awards, including Best Company in Consumer Industry in Indonesia Digital Economy Award in 2016 , and the Top 50 Most Valuable Indonesian Brands 2016 award. Along with the rapid development of the online shopping world, Tokopedia has to face its competitors. This paper is to study the factors influencing satisfaction which are trust, ease of use and service qualtity, and the factors influencing repurchase intention which are brand image, price perception, and promotion. The effect of satisfaction and repurchase intention on Tokopedia’s consumer loyalty was also studied. Using path-analysis method, 300 respondents were surveyed to test the research model. The result shows that trust, ease of use, service quality, were significantly has effect on customer satisfaction. Price has effect on repurchase intention, but brand image and promotion showed no effect. This study is also shows that customer satisfaction has no effect on customer loyalty, but repurchase intention has significant effect on customer loyalty. Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/40532 10.21456/vol14iss1pp12-19 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 12-19 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/40532/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9866 2016-01-02T04:06:02Z jsinbis:RAC

Diagnosis Kerusakan Bantalan Gelinding Pada Sistem Industri Dengan Metode Self Organizing Map (SOM) Wibowo, Dega Surono Widodo, Achmad This research is discussing about the usage of data mining which addressed to damage diagnosis of rolling bearings. Data input was obtained from signal frequency feature extraction which taken from calibration against rolling bearings. The diagnosis was extremely important to industrial machines since this diagnosis can help to discover damages that occurred so that total failure of cessation of the machines can be avoided and industrial machines treatment costs can be optimized. Method used in this research is Self Organizing Map (SOM), SOM method on this research was done by sequence: signal frequency data that have been through the process of acquisition and preprocessing, feature extraction, Principal Component Analysis (PCA), then come into the process of SOM so that accuracy of the diagnosis process can be discovered. The result of this research is a software that can diagnose rolling bearings damage on industrial system. From tests result, software that has been produced was able to diagnose rolling bearings damage. Accuracy result shown 87.5% success, this software can be developed further to help technicians in diagnosing rolling bearings damage. This research method can be developed further to detect other damages in industrial systems.   Keywords: Data mining; PCA; SOM; Diagnosis; Rolling bearings; Statistic feature extraction Diponegoro University 2014-04-15 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9866 10.21456/vol4iss1pp58-66 Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014; 58-66 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9866/Dega

oai:ojs.ejournal.undip.ac.id:article/57251 2024-08-07T01:29:42Z jsinbis:RAC

Perbandingan Metode Machine Learning dalam Analisis Sentimen Komentar Pengguna Aplikasi InDriver pada Dataset Tidak Seimbang Mola, Sebastianus Adi Santoso Luttu, Yufridon Charisma Rumlaklak, Dessy Nelci Analsisi sentimen; InDriver;Pembelajaran Mesin;Dataset Tak Seimbang The InDriver service is an online transportation service that has more flexibility in price and driver choice by consumers. Various comments from InDriver service users can affect people's views, so it is necessary to carry out a sentiment analysis of these comments. The purpose of this study was to identify positive, negative and neutral sentiments in user comments and to compare the performance of classification methods. The results of analysis with unbalanced datasets show that the Support Vector Machine (SVM) and Logistic Regression methods have the highest accuracy, reaching 89%. However, quality assessment is not only based on accuracy alone. In terms of the balance between precision and recall in the minority (neutral) class, the Random Forest method shows a more balanced performance with an F1-score of 55%. After balancing the dataset with the SMOTE method, performance increases significantly for the Naïve Bayes Classifier method, especially in the neutral class for recall and F1-score metrics of 57% and 52%. In conclusion, SVM and Logistic Regression have high accuracy, but to consider the balance of precision and recall in the minority class, the Random Forest method is recommended. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57251 10.21456/vol14iss3pp247-255 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 247-255 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57251/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9893 2016-04-18T16:19:56Z jsinbis:RAC

Implementasi Algoritma K-Nearest Neighbor Sebagai Pendukung Keputusan Klasifikasi Penerima Beasiswa PPA dan BBM Sumarlin, Sumarlin In line with the growth in the academic field especially college, scholarship is a problem that is interesting to study. Several studies in the field of computers for the screening or classification scholarships have been carried out in the academic authorities to minimize the error in awarding scholarships. This study discusses the classification of PPA and BBM scholarships based on variables that have been determined by applying the k-nearest neighbor algorithm. The process of selecting awardees PPA and BBM requires a decision support system (DSS) to help provide alternative solutions. The results of the classification system will be used as a decision in awarding scholarships to students who submit. Results of testing to measure the performance of k - nearest neighbor algorithm using cross validation method, Confusion Matrix and the Receiver Operating Characteristic (ROC) curve, the accuracy obtained for PPA scholarships reached 88.33% with a value of 0.925 area under curve (AUC)  dataset of 227 records, while accuracy is obtained for fuel BBM scholarships reached 90% with a value of  0.937% AUC dataset of 183 records​​, accuracy for PPA and BBM scholarships reached 85,56% and AUC value 0,958. Because AUC values ​​were in the range of 0.9 to 1.0  the method falls within the category of very good (excellent). Keywords: Decision Support System; K-nearest neighbor; Classification; Scholarship Diponegoro University 2015-04-13 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9893 10.21456/vol5iss1pp52-62 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 52-62 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9893/pdf

oai:ojs.ejournal.undip.ac.id:article/26156 2020-12-29T22:45:40Z jsinbis:RAC

Penerapan Algoritma Campbell Dudek Smith (CDS) untuk Optimasi Waktu Produksi Pada Penjadwalan Produksi Mashuri, Chamdan Mujianto, Ahmad Heru Sucipto, Hadi Arsam, Rinaldo Yudianto Optimization; Production; Scheduling; CDS; Makespan. Research on optimizing production time using the dudek smith campbell algorithm (CDS) in scheduling the production process aims to makepan optimization for machine operations to produce 12 size griddle products, 14 griddle sizes, 16 griddle sizes, 18 griddle sizes and 20 griddle sizes to get the makepan values. optimal. The method applied by the Campbell Dudek and Smith (CDS) algorithm, CDS is a method used in flowshop scheduling developed from Johnson's rule which is able to minimize the makespan of 2 machines arranged in series. The CDS method is very suitable for production characters who apply machine sequences to the production process. CDS produces several iterations that have the value of makespan, from those iterations, the minimum value of makespan is to determine the order of products to be produced. This research resulted in an application that can schedule products to be produced by machines automatically. From the test results with a total production of 12 pieces on each product with 6 repetitions, the minimum value of makespan is 210.12 minutes with a sequence of product works 20 pans, 18 pans, 16 pans, 14 pans, and 12 pans. Accuracy of results Application testing shows 99.99% for the first time and 99.96% for the second time when compared to manual calculations Diponegoro University 2020-11-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26156 10.21456/vol10iss2pp131-136 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 131-136 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26156/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/26156/6722 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6043 2016-04-06T06:14:11Z jsinbis:RAC

istem Informasi Pendapatan Asli Daerah Pada Dinas Pendapatan Kabupaten Sangihe Papuas, Alfrianus Mustafid, Mustafid Sarwoko, Eko Adi Regional revenue  management requires information systems to  manage the revenue income, report  preparation and evaluation of  the effectiveness and efficiency of information technology-based revenue. This information system Debgan financial statements can be well presented, accurate, timely, and can be used directly by the user. The purpose of this research is to design and build information systems revenue (SIPAD) with the evaluation system, the applicability to the District Revenue Office Sangihe. Revenue consists of loc al taxes, fees, the company's results and the results of the other receipts or PAD. For the evaluation process , we evaluated the effectiveness and efficiency  in  order  to  measure  the  performance  of  the  management  of  PAD.  System  modeling  is  used  Unified  Modeling  Language (UML) as a standard modeling language. Information systems revenues also used to improve the per formance of local governments to manage the process of receiving PAD, and to present a report to evaluate the effectiveness and efficiency of the management of PAD. Calculation of effectiveness evaluation PAD Sangihe regency in 2011 obtained an effective criterion of 83.16 percent and an efficiency of 2.92 percent.Keywords: Information systems revenue; Revenue; Evaluation of the effectiveness and efficiency Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/09 10.21456/vol1iss2pp59-63 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 59-63 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/09/262

oai:ojs.ejournal.undip.ac.id:article/64313 2025-06-12T07:30:50Z jsinbis:RAC

Prediction Analysis of Sleep Disorders Using Machine Learning-Based Techniques Setiawati, Mega Aldianto, Denise Sandiwarno, Sulis Prediction; Sleep Disorder; Machine Learning; Occupation. Sleep is crucial indicator for an individual. Poor sleep quality has serious implication for health. This condition is often triggered by high work pressure and imbalance between work and rest time. While previous research with similar topic has been conducted, it has not comprehensively elucidated the key factors influencing sleep disorders. Therefore, this study conducts more in-depth analysis of factors contributing to sleep disorders including; gender, age, occupation, sleep duration, quality of sleep, physical activity level, stress level, BMI, heart rate, and daily steps. Subsequently, we employ Machine Learning (ML) techniques to investigate further sleep disorders. The ML models include: Naïve Bayes (NB), Support Vector Machine (SVM), K-Nearest Neighbor (KNN), Logistic Regression (LR), Convolutional Neural Network (CNN), dan Long Short-Term Memory Network (LSTM). The objective is to assess the effectiveness of ML model implementation based on information from data and the significance of specific factors in predicting sleep disturbances. The results of this study indicate that the combination of the LR model with Chi-Square achieved the highest average F1 score, which was 84.75%, in sleep disorder classification. The research comprises several stages: (1) Data collection, (2) Pre-processing of the collected data, and (3) Training models capable of processing data for evaluation to understand the contribution of indicators to sleep disorder predictions. The findings of this study provide insights into the effectiveness of the constructed models in predicting sleep disorders Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/64313 10.14710/vol15iss1pp89-101 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 89-101 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/64313/pdf_1 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12376 2017-09-19T02:49:39Z jsinbis:RAC

Evaluasi Keamanan Sistem Informasi Akademik Menggunakan ISO 17799:2000 (Studi Kasus Pada Peguruan Tinggi X) Mokodompit, Mona Permatasari Nurlaela, Nurlaela Aacademic information systems; Security system evaluation; ISO 17799:2000 The security of an information system in a college is important since the strength of the security system will have a direct impact on the sustainability of the college. Academic information system in college is used in order to meet academic need, and therefore it’s security must be maintained in order to provide useful information for its users. Assessment standard for management information system information security that is internationally recognized is ISO 17799:2000. The research aims to evaluate the security academic information system of University X based on ISO 17799:2000 and to give recommendations to improve the security. This study was conducted using interview techniques, observation and giving questionnaires to managers and users of academic information system of university X. The questionnaire used is a closed questionnaire, which is a broke-down result of ten control clauses of ISO 17799:2000. Answers gathered were then assessed based on established criteria. The results showed that the academic information system security of University X included in the category of less secure, where the result presentation obtained was 59%. In order to increase the security, University X must give special attention to work on the security policy, security organization, personnel security, physical and environmental security, communication and operation management, access control and compliance. Diponegoro University 2017-01-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12376 10.21456/vol6iss2pp97-104 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 97-104 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12376/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/12376/1225 Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/46630 2022-10-20T08:18:06Z jsinbis:RAC

Peramalan Harga Saham Serentak Menggunakan Model Multivariate Singular Spectrum Analysis Marjuni, Aris Stock Price Forecasting; Multivariate Model; Singular Spectrum Analysis; Non-Parametric Approach Stock price fluctuations in the stock market are widely influenced by financial environment changes in both micro and macro that are usually unpredictable and can not be controlled by stock players. On the other side, stock price information is very essential and much needed for both buyers and traders. Stock price forecasting is one of the analytical techniques to obtain stock price prediction based on the previous historical stock prices. The open and close prices are important information in stock trading. The opening price can influence the movement towards the closing price, and the closing price becomes important for the next day's opening price. In technical analysis, the relationship between the two stock prices can be parametric or non-parametric. This study discusses the stock price prediction or forecasting through the non-parametric approach using a multivariate singular spectrum analysis method with the consideration that open and close prices are simultaneously working in the same system and time. Performance evaluation using Mean Absolute Percentage Error shows that the multivariate singular spectrum analysis method can produce predicted open and close prices with an error rate of 3.18% and 3.21%, respectively. Hence, this method can be used as an alternative for stock price forecasting simultaneously. Diponegoro University 2022-08-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46630 10.21456/vol12iss1pp17-25 Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022; 17-25 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46630/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46630/pdf_1 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6192 2016-09-29T01:43:10Z jsinbis:RAC

Penerapan Model Certainty Factor Untuk Mendeteksi Gejala Kanker Mulut Rahim Mariana, Novita Gernowo, Rahmat Noranita, Beta An expert system is a system that seeks to adopt human expertise so that computers can do things that can be done by an expert to solve specific problems. Experts in this case is an expert in the field to address the problem under on detecting cervical cancer. Cervical cancer is a disease that is very afraid of all women because it attacks the reproductive organs caused by the virus Human Papilloma Virus (HPV). The system is made to detect cervical cancer using the certainty factor with a forward chaining inference engine. Certainty factor method used in cervical cancer detection system to give certainty to the disease. As a result of this information system is to provide information regarding the statement of cervical cancer and cancer treatment solution according to the stage.   Kata kunci : Certainty Factor; Forward Chaining; Kanker Mulut Rahim Diponegoro University 2012-12-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/047 10.21456/vol2iss3pp152-159 Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012; 152-159 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/71836 2026-05-11T08:27:48Z jsinbis:RAC

Bibliometric Analysis on Covid-19 Research Publications Dewi, Athanasia Octaviani Puspita Bibliometric Analysis; COVID-19 Research; Online Learning; Scopus Index; Research Mapping The variety of research topics will develop along with the development of science and conditions experienced by society. In the beginning, it was unpredictable that COVID-19 would paralyze many human activities. This also has an impact on science, this epidemic provides a new discourse in conducting research. Due to the emergence of the COVID-19 pandemic, a lot of research has turned its focus on this topic. This study aims to map research that discusses COVID-19 in Indonesia which is indexed by Scopus. The results of this study indicate that many studies in Indonesia discuss online learning that occurred during the COVID-19 pandemic. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71836 10.14710/vol15iss3pp465-468 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 465-468 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71836/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/17175 2020-04-29T07:53:18Z jsinbis:RAC

Pengolahan Citra dengan Segmentasi Thresholding untuk Pemilihan Kualitas Telur Asin Nurhayati, Oky Dwi Afifah, Diana Nur ., Nuryanto Rustanti, Ninik Quality Of Salted Egg, P-Tile, First Order Statistical Feature Extraction, Histogram Equalization Visually, choosing the quality of salted eggs by looking at egg shells is something that is very difficult to do. In addition, the lighting and the weakness of the senses of vision also becomes difficult to see the quality of salted eggs visually. So far, to determine a good salted egg, only known from the weight of eggs. Not all eggs that have mild density have poor quality. So far, suppliers often get eggs that have bad quality (broken) so that when processed will produce defective salted eggs. The goal achieved as an effort to improve the quality of this production is software design to know the quality of salted eggs. Quality selection technology involves image processing techniques such as gray imagery, histogram equalization, P-Tile segmentation, and first-order statistical feature extraction that serves to recognize the type of egg image quality. The results obtained with the application of image processing techniques have a fairly good accuracy to determine the quality of salted eggs into two good and bad conditions.   Diponegoro University Department of Computer Engineering 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17175 10.21456/vol8iss1pp42-48 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 42-48 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17175/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/50049 2023-11-13T20:38:31Z jsinbis:RAC

Peran Digital Entrepreneurship Mindset: Keputusan Adopsi Platform Digital Bagi Pelaku Bisnis Widyaningsih, Dewi Zusrony, Edwin Utomo, Hardi : digital entrepreneurship mindset, digital aptitude, literasi digital, keputusan adopsi platform digital The research was conducted to analyze the influence of developing a digital entrepreneurship mindset as an impact of facing digital transformation for MSME actors by considering digital aptitude factors, digital literacy. Non-random sampling techniques were taken by 120 MSME actors and questionnaire distribution techniques by convenience sampling. Data analysis method to determine the relationship between variables with multiple linear regression and path analysis test (sobel test), data was processed using the IMB SPSS 25 application. Finding the results of digital aptitude t count 5,531 and digital literacy tcount 4,419 > ttable1,980 (level sig. 5%) have a significant effect on DEM and all simultaneous variables 47% influence the development of digital entrepreneurship mindset. Digital aptitude tcount 5,531 and digital literacy tcount 3,215> 1,980 have a significant effect on digital platform adoption decisions and variables simultaneously by 55% have an influence on adopting digital platforms. Meanwhile, the results of the DEM pathway test were significantly able to mediate the influence of digital aptitude Zhitung = 2 and digital literacy Zhitung = 2.854> 1.96 on digital platform adoption decisions. Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50049 10.21456/vol13iss2pp162-171 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 162-171 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50049/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/50049/12024 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9724 2016-01-01T23:04:16Z jsinbis:RAC

Kajian Algoritma Sequential Pattern Mining Dan Market Basket Analysis Dalam Pengenalan Pola Belanja Customer Untuk Layout Toko Rusito, Rusito Penelitian ini membahas tentang keterkaitan antar item yang dibeli oleh customer dalam toko ritel. Pengetahuan keterkaitan item yang dibeli dapat digunakan untuk  menentukan tata letak barang dagangan toko ritel. Hal ini penting agar konsumen dapat mudah mendapatkan barang yang dibutuhkan. Sehingga dapat meningkatkan omzet penjualan toko ritel sehingga akhirnya menambah keuntungan bagi pemilik toko ritel. Teknik yang digunakan untuk menyelesaikan penggalian data dan keterkaitan pembelian tersebut menggunakan pendekatan Association rule dan Market Basket Analysis. Sedangkan untuk mencari keterkaitan item tersebut digunakan algoritma Sequential Pattern Mining. Digunakan karena mampu menangani jumlah database yang besar dan sangat baik disisi kecepatan pemrosesan. Berbagai aplikasi telah diidentifikasi, termasuk misalnya, cross-selling, analisis situs Web, pendukung keputusan, evaluasi kredit, acara prediksi kriminal, analisis perilaku pelanggan  dan deteksi penipuan. Dari penelitian yang telah dilakukan diperoleh  pola-pola belanja customer untuk membentuk suatu layout display dalam toko ritel. Penelitian ini juga menyajikan suatu kerja algoritma yang lebih efektif dari algoritma asli karena terdapat pembatasan perulangan. Untuk kombinasi maksimal 5 item dengan waktu eksekusi 421.06 detik untuk 200 nota.   Kata kunci : Data Mining, Algoritma Sequential Pattern Mining, Market Basket Analysis, Apriori, Layout, Toko Ritel Diponegoro University 2013-12-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9724 10.21456/vol3iss3pp Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013 2502-2377 2088-3587 en

oai:ojs.ejournal.undip.ac.id:article/20276 2019-07-25T21:11:23Z jsinbis:RAC

Perancangan Aplikasi Android Sebagai Pengendali APB (Automatic Patient Bed) dengan Metode Sekuensial (Waterfall) Mekongga, Ikhthison Aryanti, Aryanti Hasan, Yordan Android apps; Controllers; Automatic Patient Beds; Sequential Patient beds in hospitals are beds designed for people who need health care. Complaints of hospital nurses are still severe when moving patients from the patient's bed to the operating bed. Therefore we need a tool that can make it easier for nurses to move the patient's body from a particular operating bed to an inpatient bed or vice versa called APB (Automatic Patients Beds). However, the performance of APB (Automatic Patient Beds) that designed is still manual. In this study, android applications developed as controllers of APB (Automatic Patient Beds) with a sequential (waterfall) method, where this application will control the bed so that it can move automatically via android via bluetooth communication. In system design with sequential method consists of several stages, starting from the needs analysis, system design, writing program code, testing, and implementing the program. The results showed that if the patient's bed button clicked, the system would move the mattress to the operating bed, and if the operating bed button were clicked, the mattress would move to the operating bed, the patient's bed would stop if one of the beds were active, This indicates that the mattress has moved to the right position. With this application, it is expected to facilitate patient care in the hospital. Diponegoro University Politeknik Negeri Sriwijaya 2019-07-23 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20276 10.21456/vol9iss1pp103-111 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 103-111 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20276/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/61481 2024-04-18T20:20:38Z jsinbis:RAC

Evaluasi Keamanan Sistem Informasi Menggunakan Fuzzy FMEA Berbasis Framework ISO/IEC 27001:2013 untuk Meningkatkan Keamanan Informasi Kusnandar, Aris FMEA; Fuzzy; ISO 27001; Keamanan Informasi Very few organizations are not aware of the importance of information security, even though information security is important to the running of an organization. Dinas Kependudukan XYZ faces a number of information security threats from various sources. Every security threat such as information theft, fraud, vandalism, and computer hacking will affect the organization. This research uses the ISO/IEC 27001:2013 framework as a method for. analyze risks. The risk value calculation uses the FMEA method which is integrated with the fuzzy method to determine the risk level of information security threats based on ISO/IEC 27001:2013. The research results are in the form of a risk processing report containing a list of risk priorities and control plans according to the ISO/IEC 27001:2013 standard. The information security risk priorities obtained in this research were 13 very high priority and 10 high priority. This proves that the organization has not complied with standard security/information procedures so it needs to document security policies based on ISO/IEC 27001:2013 to provide a sense of security and increase trust in the public. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/61481 10.21456/vol14iss2pp181-190 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 181-190 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/61481/pdf Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9884 2016-01-03T13:28:33Z jsinbis:RAC

Perancangan Sistem Informasi Akuntansi Pada IQ Salon Santoso, Kartika Imam Sundari, Cisilia Kusumasari, Putri Recording of transactions and financial statements of the manual on IQ Salon raises the risk of error in the financial records are not fast and precise, and cause difficulties with the increasing transaction will occur in the future. The purpose of this research is to design accounting information systems (AIS) to prepare financial statements to the income statement and provide convenience in recording daily transactions and the financial statements in order to avoid mistakes. The design used in this study is a Waterfall and programming used is PHP and MySQL as the database. The design uses modeling context diagram, Data Flow Diagrams (DFD), Entity Relationship Diagram (ERD). Accounting information system on IQ Salon built using the programming language PHP and MySQL as the database generates Journal report, Balance Sheet and Income Ledger. The report simplify IQ Salon owners to control and make decisions. It is also easier for employees to serve customers in the event of payment of the services that have been awarded Keywords : DFD; IQ Salon; MySQL; PHP; IAS; Waterfall Diponegoro University 2014-12-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9884 10.21456/vol4iss3pp187-193 Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014; 187-193 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9884/KArtika%20IMam

oai:ojs.ejournal.undip.ac.id:article/29127 2020-08-23T12:40:30Z jsinbis:RAC

Pengolahan Citra untuk Identifikasi Jenis Telur Ayam Lehorn dan Omega-3 Menggunakan K-Mean Clustering dan Principal Component Analysis Nurhayati, Oky Dwi Chicken eggs; PCA; Morphological operations; K-mean clustering; First-order feature extraction Chicken eggs are divided into several types including omega-3 chicken eggs, native chicken eggs, Arab chicken eggs, and domestic chicken eggs. Visually to distinguish the type of domestic and omega-3 chicken eggs have difficulty because physically the shape of the eggshell and the color of the chicken eggs look the same. Visual inspection of the two types of chicken eggs has a weakness because it only relies on the sense of sight that has limitations, and the results are less accurate because it is very dependent on the interpretation of each consumer. This research aims to distinguish the two types of domestic and omega-3 chicken eggs which pre-processing techniques of contrast stretching, brightness, histogram equalization, changing color images to gray images, then the k-mean image segmentation process is carried out. clustering, morphological operations, dilation, and erosion. Next, the first-order statistical feature extraction is done by calculating values namely mean, variance, entropy, skewness, and kurtosis results from the histogram. The final step is to look for eigenvalues, the eigen vector PCA method used to distinguish omega-3 egg types. The results in the form of plot graphs of mean and entropy features after the second rotation show that the first-order statistical feature extraction method and PCA method can be used to significantly distinguish the types of lehorn chicken and omega-3 chicken eggs. Diponegoro University 2020-06-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29127 10.21456/vol10iss1pp84-93 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 84-93 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29127/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/2634 2016-04-05T14:45:51Z jsinbis:RAC

Desain Sistem Keamanan Distribusi Data Dengan Menerapkan XML Encryption Dan XML Signature Berbasis Teknologi Web Service Widodo, Slamet Eko Sediyono, Eko Suhartono, Suhartono Development of information technologies is often misused by an organization or a person to take criminal acts, such as the ability to steal and modify information in the data distribution for evil criminal purpose. The Rural Bank of Boyolali is conducting online financial transactions rather intensively, thus it requiring a security system on the distribution of data and credit transactions for their customer among branches offices to head office. The purpose of this study was to build a security system in credit transactions in Rural Bank of Boyolali for their customers among branches offices to head office. One way in protecting data distribution was used XML encryption and XML signature. The application of encryption technique in XML and digital signature in XML by using web service by using the AES (Advanced Encryption Standard) and RSA (Rivest-Shamir-Adleman) algorithms. This study was resulted the SOAP (Simple Object Access Protocol) message security system, with XML and WSDL (Web Services Description Language), over HTTP (Hypertext Transfer Protocol) to protect the customers’ credit transactions from intruders. Analysis of examination indicated that the data size (bytes) transferred as results of uncompressed XML encryption were larger than compressed XML Encryption, which leads to significant changes between the data transferred that was the processing time of the compressed data was faster than uncompressed XML encryption. Diponegoro University 2011-04-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/08 10.21456/vol1iss1pp47-57 Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011; 47-57 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/60543 2026-05-11T08:27:48Z jsinbis:RAC

Comparison of Sentiment Analysis Models Using Machine Learning Methods for Customer Response Evaluation (Case Study: Bosca Living) Pangestu, Ryan Priantama, Tio Alwi Agustian, Virman Sandiwarno, Sulis Bosca Living, Customer Sentiment Analysis, Machine Learning Models, Feature Extraction, Customer Feedback Response Bosca Living, a star seller on Shopee and Tokopedia, is facing the challenge of customer sentiment analysis. This research evaluates models and methods to strengthen the response to customer feedback. In previous studies, feature extraction techniques such as Term Frequency-Inverse Document Frequency (TF-IDF), Word2Vec, FastText, and Global Vectors for Word Representation (GloVe) have been tested. Machine learning models such as K-Nearest Neighbors (KNN), Random Forest, Support Vector Classifier (SVC), XGBoost, Logistic Regression, and Decision Tree have been employed, but a more in-depth comparison is needed according to Bosca Living's assessment. This research proposes a model comparison through preprocessing, feature extraction, and parameter determination stages using GridSearchCV. Machine learning models like KNN, Random Forest, SVC, XGBoost, Logistic Regression, and Decision Tree are evaluated with StratifiedKFold to reduce the risk of overfitting. The research results provide deep insights, guiding Bosca Living in improving responses to customer feedback. This approach is expected to optimize business strategies, support continuous improvement, and be responsive to market dynamics and evolving customer needs Diponegoro University 2025-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60543 10.14710/vol15iss3pp369-376 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 369-376 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/60543/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12142 2016-09-29T01:48:17Z jsinbis:RAC

RANCANG BANGUN APLIKASI SISTEM PREDIKSI KEBUTUHAN BANDWIDTH PADA HARI LIBUR DENGAN METODE FUZZY TIME SERIES S.Kom, M.Kom, Aryanti Mekongga, Ikhtison M.Si, Dr. Suryono Besarnya kebutuhan bandwidth mempresentasikan kapasitas dari koneksi, semakin tinggi kebutuhan bandwidth, umumnya akan diikuti oleh kinerja yang lebih baik Pada penelitian ini dirancang dan direalisasikan Aplikasi Sistem Prediksi Kebutuhan Bandwidth Pada Hari Libur dengan Metode Fuzzy Time Series. Sistem prediksi ini menggunakan kecerdasan buatan yaitu logika fuzzy yang salah satu metodenya adalah fuzzy time series. Sistem pediksi dengan fuzzy time series menangkap pola dari data yang telah lalu kemudian digunakan untuk memproyeksikan data yang akan datang.  Adapun data yang digunakan adalah data histori pengguna bandwidth pada hari libur yang disesuaikan dengan kalender akademik. Selanjutnya data tersebut akan dibelajarkan pada sistem perangkat lunak yang sudah dirancang. Software pendukung untuk merancang program digunakan Borland C #. Dari hasil pengujian yang dilakukan dengan menggunakan metode Song-Chissom untuk kondisi libur mempunyai error rata-rata 6,51 % Diponegoro University 2012-04-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/043 10.21456/vol2iss3pp126-131 Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012; 126-131 2502-2377 2088-3587 en

oai:ojs.ejournal.undip.ac.id:article/37940 2023-05-29T17:48:25Z jsinbis:RAC

Penentuan Penerimaan Karyawan Menggunakan Metode Simple Additive Weighting dan Weight Product Munawar, Ermin Al Sunardi, Sunardi Fadlil, Abdul Decision Support System; SAW Method; WP Method Recruitment errors influence in a decrease of quality, performance, and company revenue. One of the causes is the absence of a method that is applied as a systematically of information system in determining the acceptance of the best prospective employees. This study uses the Simple Additive Weighting (SAW) and Weight Product (WP) methods to build an objective, fast, and accurate of Decision Support System (DSS) in determining employee acceptance. This research case study was applied to the Indonesian Market Traders Cooperative (KOPPI) Sorong City, West Papua Province by involving a number of 10 alternative applicants. This study aims to produce an objective information system and provide convenience in determining the best employees, referring to the determination of 9 criteria obtained from interviews, namely education, work experience, motivation, intrapersonal ability, achievement orientation, sales ability, self-confidence, trustworthy, and work ethic by weighting each. SAW and WP methods are both used to determine the best ranking of all alternative applicants and get the best prospective employees. The information system was built using the Waterfall development method with the PHP programming language and Mysql database. Based on the results of research that has been carried out, it is found that the information system built has 100% conformity of functionality and compatibility between manual and application system. Both methods provide the same highest alternative to be used as the determination of the best employee acceptance, however it is found that the WP method provides better accuracy and validity than SAW. Diponegoro University 2021-12-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37940 10.21456/vol11iss2pp117-124 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 117-124 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37940/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/37940/8156 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/37940/9833 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6125 2016-04-06T06:38:04Z jsinbis:RAC

Sistem Informasi Lulusan Dengan Metode Online Analitycal processing (OLAP) Pada Politeknik Negeri Kupang Ndoloe, Lita Alfriany The  educational  institution  need  the  leadership/  decision  makers  are  always  trying  to  find  some  information  /  decisions  that  are beneficial to the students, so that when they graduate can get a job quickly. To make it easier to get the information using OLAP. The purpose  of this research  is  to  make  information  systems  graduates  by using  Online Analytical  Procesing  (OLAP).  In the  modelingsystem  used  Context  Diagram  and  Data  Flow  Diagram.  Information  systems  graduates  begins  with  collecting  data  on  graduates, perform  analysis  with  the  concept  of  Roll  Up,  presents  information  generated  OLAP  and  graphs.  Graduate  information  systemsprovide  information  quality  graduates,  useful  for leaders  to make decisions.  Graduate  information  systems  can be  applied to the State Polytechnic  Department of Electronics  Kupang.  Results  showed  developmental  process  OLAP  uptake  needs  graduates  in  public and private.Keywords: OLAP,Graduate  information systems, Roll Up Diponegoro University 2012-06-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/38 10.21456/vol2iss2pp084-088 Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012; 084-088 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/38/304

oai:ojs.ejournal.undip.ac.id:article/71822 2025-07-07T19:24:15Z jsinbis:RAC

Machine Learning Methods for Academic Achievement Prediction: A Bibliometric Review Nugraha, Fajar Widowati, Widowati Sugiharto, Aris Academic Achievement Prediction; Machine Learning Methods; Bibliometric Analysis; VOSviewer Visualization; Research Trends This study examines research trends regarding the prediction of academic achievement using machine learning. Research in the field of academic achievement is currently continuing to develop, but has not been explored comprehensively in a bibliometric context. The visualization provided includes a map of publication development using machine learning methods based on country, analysis of bibliographic pairs and keywords used. To find out the visualization results, bibliographic analysis was used using VOSviewer. The data used in this analysis were 76 articles collected from the Scopus database from 2018-2023. From the results of the analysis, it is known that research related to academic achievement still shows a growing trend in publications in the field of discussion of factors or predictors that influence academic achievement as well as research that proposes or evaluates models for predicting academic achievement. The research results show that although machine learning techniques such as Random Forest and Support Vector Machine are often used in academic achievement prediction research. Future research could consider developing a more adaptive and comprehensive approach regarding the contribution of specific factors that influence the accuracy of more in-depth prediction models in this field. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71822 10.14710/vol15iss2pp221-226 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 221-226 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71822/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/16001 2020-04-17T08:09:14Z jsinbis:RAC

Perencanaan Infrastruktur Teknologi Informasi pada Bank dengan Framework TOGAF Ekawati, Rika Kharlina Planning infrastructure; information technology architecture; TOGAF. Implementation of information technology is intended to achieve business process alignment, especially in the field of banking. Some of the obstacles faced by banks include system of services transaction processing and data access. Lack of awareness in infrastructure planning results in company losses and inappropriately targeted use. The aim of the research is is to plan the information technology infrastructure and simplify the existing system in Bank, with case study at one of national private bank. The research use the organization's information technology architecture planning methodology based on the concept of information technology solutions that have been mapped and implementing the TOGAF framework, The proposed system to support the development of implementation strategies as a foundation for information technology architecture. The results of gap analysis show that there are several applications that must be developed to connect the management and customers and to manage transaction data and customer data. It also needs to develop mobile banking to maximize the 24-hour service. From this planning is expected to improve the performance of bank service and implement the right information technology system to support the smoothness of business process. Diponegoro University 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16001 10.21456/vol7iss2pp154-160 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 154-160 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16001/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/50242 2023-11-13T20:38:31Z jsinbis:RAC

Strategi Peningkatan Penjualan Produk Menggunakan Market Basket Analysis Purwati, Neni Karnila, Sri Market Basket Analysis, Algoritma apriori, Pemasaran, Frozen Food Toko Galo-galo merupakan toko yang menjual hasil produk UMKM berupa makanan, yang awalnya hanya menjual produk somay, dengan semakin meningkatnya permintaan pelanggan, maka toko menambah aneka makanan frozen food seperti bakso, sosis, naget dan lain-lain. Melihat kebutuhan pelanggan yang beraneka ragam, maka salah satu strategi yang dilakukan yaitu menganalisis aneka produk apa saja yang dibeli secara bersamaan, sehingga dapat menjadi rekomendasi bagi toko dan bagian pemasaran mengenai kombinasi produk yang diminati pelanggan. Proses pemasaran dan dokumentasi penjualan sebelumnya dengan menggunakanan layanan whatsapp, proses seperti ini dirasa kurang efektif dan efisien. Market Basket Analysis dengan Algoritma apriori dengan tahapan pengumpulan data, pra-pemrosesan data, transformasi data, dan dengan bantuan tools Orange pada tahap analisis pola frekuensi tinggi, menghasilkan frekuensi itemsets dengan MinSupp 30% sebagai The Most Tree Items yaitu Naget Salam 250gr-Support 100%, Otak-otak Sanjaya(25)-Support 100%, dan Chikuwa Mini Shifudo 500gr-Support 96.67%, dari penerapan algoritma apriori stok barang dapat ditambahkan jumlah produknya pada 3 produk tersebut, sedangkan pembentukan pola association rule dan pengujian Lift Ratio dari MinSupp 30%, MinConf 90%, Max Rules 30k, didapatkan Consequent Min Items 1 yaitu Otak-otak Sanjaya(25)-Naget Salam 250gr dengan Support 100%, Confidence 100% dan Lift Ratio 1, serta Consequent Min Items 2 yaitu Otak-otak Sanjaya(25), Chikuwa Mini Shifudo 500gr-Naget Salam 250gr, dengan Support 96.7%, Confidence 100% dan Lift Ratio 1, ini menunjukkan pasangan produk 2 dan 3 itemsets tersebut dapat disandingkan letaknya, atau posisi produknya dapat diletakkan berdekatan. Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50242 10.21456/vol13iss2pp96-103 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 96-103 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50242/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/50242/12108 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9684 2016-04-06T06:53:14Z jsinbis:RAC

Pemodelan Sistem Informasi Untuk Mengukur Kualitas Kinerja Perguruan Tinggi dengan Pendekatan Balanced Scorecard dan Blue Ocean Strategy Baharuddin, Herlinah Syafei, Wahyul Amien Satoto, Kodrat Imam Semakin tingginya persaingan saat ini, khususnya perguruan tinggi bidang pendidikan, memunculkan kebutuhan strategi bisnis untuk bertahan. Pemodelan Sistem Informasi dengan pendekatan Balanced Scorecardkini merupakan salah satu tujuan dalam pencapaian pengukuran hasil kinerja untuk mencapai sasaran perguruan tinggi serta menciptakan inovasi solusi dengan menerapkan Blue Ocean sehingga selaras dengan strategi bisnis yang dijalankan. Pemodelan sistem informasi yang akan dibahas adalah menggunakan strategi bisnis Balanced Scorecard (BSC) diintegrasikan dengan Blue Ocean Strategy (BOS). Dengan sifat-sifat pada BSC dan BOS, model ini menjawab kebutuhan Strategi Sistem Informasi pada perguruan tinggi yang berkarakteristik dinamis, inovatif, dan tingkat persaingan tinggi dengan hasil pencapaian kinerja yang terukur. Pemodelan sistem informasi diimplementasikan pada Universitas Pancasakti Makassar. Hasil menunjukkan komponen-komponen perguruan tinggi yang dipetakan ke dalam 4 perspektif BSC, yaitu perspektif pelanggan, finansial, proses bisnis internal, pembelajaran dan pertumbuhan dan kanvas strategi serta kerangka kerja 4 langkah pada BOS yaitu kurangi-tingkatkan-hapus-ciptakan. Hasil penelitian berupa pengukuran penilaian kinerja dengan program aplikasi berbasis web, yang merupakan bagian dari sistem informasi management perguruan tinggi. Sistem ini memberikan informasi kepada seluruh anggota yang terkait tentang kualitas kinerja. Kata kunci : Balanced Scorecard(BSC); Kualitas kinerja; Blue ocean strategy(BOS); Web; Perguruan tinggi Diponegoro University 2013-07-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9684 10.21456/vol3iss2pp74-81 Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013; 74-81 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9684/herlinah

oai:ojs.ejournal.undip.ac.id:article/79200 2026-05-16T14:08:22Z jsinbis:RAC

Development Of A Hot-Fit Framework For Hmis: Empirical Study And Technical Implications At A Regional General Hospital Rumambi, Frendy Hospital Information System; HOT-Fit Model; Data Quality; Information System Success; SEM The digitalization of the health industry has allowed hospitals to adopt a Hospital Information System (HIS) for enhancing the efficiency, transparency and quality of services. Even though the application of HIS is regulated nationally, the success in its adoption in Indonesia is considered varied, Dr. Samaratulagi Tondano Regional Hospital in Minahasa Regency, North Sulawesi is no exception. This research is focused on the development and application of the novel model, Extended HOT-Fit Framework, by incorporating Data Quality as the new dimension under Technology domain. The study adopted quantitative approach and applied Structural Equation Modeling (SEM) to evaluate the variables’ interrelationships. A survey of 150 respondents, all active users of SIRS, was conducted. The research instrument was designed according to the adapted 2006 HOT-Fit model. The results analysis indicates that Data Quality enhances the ability of the model to explain user satisfaction, the net benefit of the system. Moreover, System Quality and Service Quality dimensions also significantly impact user satisfaction, and organizational factors (Structure and Environment) have indirect impact on net benefits. This study provides empirical and technical contribution to the development of model for SIRS success evaluation in Indonesia. From a practical point of view, findings of this study can assist hospital managers in devising better improvement strategies for data quality and system integration in SIRS implementation. Diponegoro University 2025-12-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/79200 10.14710/vol15iss4pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press) 2502-2377 2088-3587 en Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/21029 2019-07-25T21:11:16Z jsinbis:RAC

Integrasi Variable-Centered Intelligent Rule System dengan Teori Dempster-Shafer pada Sistem Pakar Infeksi Saluran Pernafasan Akut Mola, Sebastianus Adi Santoso Rumlaklak, Nelci D. Prityaningsih, Ni Putu Dana Expert system; Variable-Centered Intelligent Rule System; Dempster-Shafer; Acute Respiratory Infection. Acute Respiratory Infection (ARI) is a disease caused by infections of the respiratory tract, larynx, pharynx, sinuses and nose. ARI often causes death because the sufferer who comes for treatment is underestimated is already suffering from severe ARI. In 2013 to 2015 ARI was one of the ten most common illnesses in the city of Kupang, where ARI ranked first, followed by other diseases of the upper respiratory tract and grastitis. This study produced an expert system to diagnose ARI using the Variable Centered-Rule System method which functions to facilitate knowledge development and Dempster-Shafer Theory which serves to overcome uncertainty by entering the density of each symptom of ARI in the system. The VCIRS method is a method of building knowledge and inference strategies on expert systems. This method is rigid in accommodating changes in inference strategies except for changes in knowledge structures. This study aims to make the VCIRS method dynamic in an inference process where the sequence of variables in inference is determined by the occurrence and density of the variable. System accuracy by using medical record data of 95% with the triggering sequence of symptoms becoming dynamic every time a consultation session occurs. Diponegoro University 2019-05-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21029 10.21456/vol9iss1pp71-76 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 71-76 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21029/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9874 2016-02-15T13:33:10Z jsinbis:RAC

Penerapan Metode AHP dan Fuzzy Topsis Untuk Sistem Pendukung Keputusan Promosi Jabatan Muhardono, Ari Isnanto, Rizal Resources of humans is one of the assets of the organization that became the backbone of an organization in carrying out its activities and influence on the performance and progress of the organization. Systematic performance assessment and selection of employees with the best performance for the determination of a promotion is very important in strategic human resource management. But in fact the decision objectively, efficiently and effectively perform the selection of human resources is not easy, we need a model of decision-making to help solve that problem. Application of AHP and Fuzzy TOPSIS in the selection of this promotion can be provide alternative recommendations for decision-makers, so that the employee selection process can take place effectively and efficiently and to produce objective decisions. Implementation results of the study for the selection of a promotion with six criteria assessment criteria weighting the results obtained using the AHP Performance Value of 0,3509, Education Level of 0,1605, Class of 0,1005, Work period of 0,0367, The Presence of 0,0637 and the value of the competence of 0.2877. The weighting of the results was continued process of ranking the alternatives by using fuzzy TOPSIS method obtained the best results and the selected preference is for 0.8373   Keywords: Performance evaluation; Promotion; AHP; Topsis; Fuzzy Diponegoro University 2014-07-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9874 10.21456/vol4iss2pp108-115 Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014; 108-115 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9874/Ari%20Muhardono

oai:ojs.ejournal.undip.ac.id:article/25874 2020-04-17T08:13:41Z jsinbis:RAC

Sistem Evaluasi Bahan Pembelajaran Menggunakan Metode DEMATEL dan ANP Permadi, Ginanjar Setyo Vitadiar, Tanhella Zein Kistofer, Terdy Evaluate; Learning; DEMATEL; ANP Evaluation of learning that will be given or is being given to diagnose success and failure in understanding teaching material. The failure to provide learning can be caused by the use of teaching methods or inappropriate media, and the delivery language that is difficult to understand. By applying information technology in evaluating learning materials, an evaluation system can be developed to assess and improve the quality of learning materials with certain criteria. So the problem of failure in the learning process can be known based on the learning material used. This study uses the DEMATEL and ANP methods as a basis for decision making by evaluating lecturer learning materials with a sample of 12 teachers. The DEMATEL method helps process data which is then forwarded by the ANP method in identifying interdependent relationships between criteria. With the use of the DEMATEL and ANP methods, it is expected to be able to assist in evaluating learning materials with the aim of always trying to provide good learning material based on factors or criteria that should be. The results of the study obtained a pair-level matrix Consistency Ratio (CR) value of 0.0661. Furthermore, calculating alternative ranking weights can be seen in Table 5. Furthermore, the results of the evaluation are used as further improvement efforts and to find out where there are unsuccessful outcomes in learning. Thus can be continuous between the objectives and the final results of teaching Diponegoro University person 2019-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25874 10.21456/vol9iss2pp228-235 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 228-235 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25874/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25874/4574 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25874/4575 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/63516 2024-10-09T18:44:39Z jsinbis:RAC

Pengukuran Tingkat Risiko dan Keamanan Informasi Menggunakan Metode FMEA Berbasis ISO/IEC 27001 pada Instansi XYZ untuk Keamanan Sistem Informasi Kusnandar, Aris Rochim, Adian Fatchur Gunawan, Vincensius Information Security; FMEA; ISO 27001; Risk Measurement The more information stored in an organization, the higher the risks that may arise, such as damage, loss, or the exposure of personal information to irresponsible parties. XYZ Institution faces information security threats from various sources, including data theft, damage, and computer hacking. It is essential for the organization to understand the level of information security risk to ensure information remains secure. Therefore, this study proposes measuring information security risk using the FMEA method and analyzing information security risks based on ISO/IEC 27001:2013. The aim of this study is to identify and assess the level of information security risk at XYZ Institution to provide recommendations for information security. The study's results revealed 4 high-risk information security threats, 9 medium-risk threats, and 16 low-risk threats. The findings demonstrate that the organization needs to pay more attention to information security to ensure its smooth operation in the future. Diponegoro University 2024-10-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63516 10.21456/vol14iss4pp375-384 Jurnal Sistem Informasi Bisnis; Vol 14, No 4 (2024): Volume 14 Nomor 4 Tahun 2024; 375-384 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63516/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10239 2017-10-23T06:58:28Z jsinbis:RAC

Implementasi Model CCR Data Envelopment Analysis (DEA) Pada Pengukuran Efisiensi Keuangan Daerah Israwan, LM Fajar Surarso, Bayu Frikhin, Farikhin CCR, DEA, Regional Financial, SKPD. Regional budget control system is implemented through an audit and evaluation to ensure that its implementation is in accordance with the plan that it can be efficiently and effectively used. Regional budget efficiency measurement then aims to measure the efficienty of budget use of each Regional Work Unit (SKPD) and to optimalize its use. The efficiency of Regional Work Unit is measured using CCR Data Envelopment Analysis (DEA) model with one input variable and eight output variables, in which this CCR DEA applies Linear Programming approach and evaluates relative efficiency of Decision Making Units (DMUs). The sample was in a total of sixteen DMUs. The result revealed that seven DMUs were efficient, in which their reference set was then used to optimalize the input and output variables of other inefficient DMUs. This result was validated through paired sample t-test, proving to meet the hypothesis of Ho -2,042 ≤ tcount ≤ 2,042 showing that CCR DEA can be used as a method to measure regional budget efficiency with accurate results. Diponegoro University 2016-05-16 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10239 10.21456/vol6iss1pp76-83 Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016; 76-83 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10239/pdf Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/37305 2021-09-01T00:20:12Z jsinbis:RAC

Optimalisasi Parameter dengan Cross Validation dan Neural Back-propagation Pada Model Prediksi Pertumbuhan Industri Mikro dan Kecil Windarto, Agus Perdana Defit, Sarjon Wanto, Anjar Optimization; Industrial production growth; Back-propagation; Cross validation; Optimize Parameters. It is important for us to predict what will happen in future and to reduce uncertainty. Various analyzes are therefore necessary in order to optimize or improve the prediction results by several methods. The objective of this research is to analyze predictive results by optimizing the training and testing by means of cross validating parameters on the growth of micro and small-scale production in Indonesia through the exactness of the return-propagative method. The method of reproduction is used. These results are compared with results of backpropagation during training and testing without optimisation of the same architectural model. The dataset is based on the growth in production in micro and small businesses by province from the Central Statistical Agency(BPS). There were 34 records in which data from 2015-2019 for growth of production were collected. The results with optimisation have surpassed without optimisation the back propagation model by looking at RMSE, in which the best RMSE in the 3-2-1 architectural model was obtained and the side type is mixed sampling. The obtained RMSE value is 0.1526, or a difference between the best background architectural model, 3-2-1 and 0.0034. (0.157). The results of this model were 94 percent. Diponegoro University 2021-06-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37305 10.21456/vol11iss1pp34-42 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 34-42 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37305/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/37305/7944 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/37305/8490 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6106 2016-04-06T06:35:39Z jsinbis:RAC

Studi Inferensi Fuzzy Tsukamoto Untuk Penentuan Faktor Pembebanan Trafo PLN Thamrin, Fanoeel Sediyono, Eko Suhartono, Suhartono One  of  the  strategic  components  of  the  power  system  is  the  transformer.  Disruption  of  the  transformer  can  cause  the  transformer  to burning  and the  transformer  performance to decrease.  Therefore,  in this case  maintenance  and  detection of  damage to  the transformerneeds to  be done regularly  so that  the transformer  can  work within the  period of  maximum  usage. But,  the problem  is the  substantial costs  required  to  ask for  an expert  in  transformer  maintenance  and  inspection  on a regular basis.  Based on  these  issues  it  is necessary to develop software with capabilities equal or close to an expert diagnosis of a transformer with high accuracy and speed of maintenance ontransformers  before  irreparable  damage.  Application  of  expert  system  with  fuzzy  inference  Tsukamoto  for  PT.  PLN  transformer maintenance is an expert system used to detect other types  of disturbances in PT PLN distribution transformers so that maintenance can be performed in accordance with the type of damage or disturbance that occurred in the transformer. This application is equipped with transformer  loading  calculation,  an  imbalance  of   load  on  trafo.  Input  variables  used  in  determining  transformer  loading  and  load imbalance on the current transformer is rated at each phase transformer, the voltage of each phase, power factor and the tra nsformer capacity.Keywords : Expert System,  Fuzzy Tsukamoto, Transformers Maintenance Diponegoro University 2014-01-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25 10.21456/vol2iss1pp001-005 Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012; 001-005 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/25/293

oai:ojs.ejournal.undip.ac.id:article/71813 2025-07-07T19:24:14Z jsinbis:RAC

Detection of Nutritional Status using K-Nearest Neighbors on a Mobile Based Platform Puspaningrum, Alifia Santosa, Yaqutina Marjani Nugraha, Nur Budi Nutritional Status; Malnutrition And Overnutrition; K-Nearest Neighbors (K-NN); Mobile Application; Healthcare Access In recent decades, health issues related to nutritional status have become a major concern for the Indonesian government. Malnutrition or overnutrition can severely impact individual health, especially in children and adolescents. If left unaddressed, these issues can lead to various diseases, ranging from malnutrition to obesity and their associated complications. Despite the recognized importance of monitoring nutritional status, several challenges remain. Manual monitoring systems require significant time and resources. Moreover, access to healthcare services and qualified medical personnel for regular nutritional assessments is limited, particularly in remote or underserved areas. Indonesia’s geographical complexity, consisting of thousands of islands, further complicates the equitable distribution of healthcare services. As a result, many cases of malnutrition or overnutrition go undetected early, causing delayed interventions. This research proposes the development of a K-NN-based mobile application to detect nutritional status. The application provides an initial diagnosis based on the user's physical parameters, such as weight, height, age, and gender. The dataset includes 120,999 samples, with 70% used for training and 30% for testing. Implementation of K-NN with k=7 achieved an accuracy of 91% on the test data, with the best performance in the normal category (F1-score 0.950), followed by stunted (0.889) and severely stunted (0.863). This platform has the potential to contribute to sustainable health systems, particularly in low-resource settings, by reducing reliance on energy-intensive infrastructure and minimizing the need for long-distance travel for healthcare. It could also support public health initiatives by enabling efficient large-scale population monitoring and reducing the environmental impact of traditional health services. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71813 10.14710/vol15iss2pp185-190 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 185-190 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71813/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/13462 2020-04-17T08:08:46Z jsinbis:RAC

Implementasi Fuzzy ELECTRE Untuk Penilaian Kerusakan Akibat Bencana Alam Pinem, Agusta Praba Ristadi Fuzzy ELECTRE; ECLAC; Natural Disasters; Decision Support System Indonesia is prone to geology natural disasters, such as the earthquake and tsunami. The research aims to develop decision support system that can be used for assessment of damage caused by natural disaster after disaster. The method used in this system is method of fuzzy   ELECTRE and ECLAC. Fuzzy ELECTRE method used to determine the priority of the affected area, while ECLAC method used to calculate the natural disasters damage. Fuzzy method used in the process of assessing the weight and classification process. Variables used in this research is the sector that were damaged. Integration of fuzzy and ELECTRE methods applied in the prioritization of areas affected by natural disasters. The result of this research is classification of disaster area with rank based on weighting. Output visualized decision-making system in the form of dashboards in the form of mapping the area affected by the disaster. The variable rate of interest was made as a decision maker in the form of mapping that indicates the priority areas most severely affected by natural disasters. The process of calculation, analysis and ranking built in one integrated system. Combination mapping and decision support system produce information to support decision making. Ranking information similar with priority in BNPB documents with 0.96 coefficient Rank Spearman correlation (ρ). Diponegoro University 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13462 10.21456/vol7iss2pp81-87 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 81-87 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13462/pdf Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/54513 2023-05-29T17:48:26Z jsinbis:EDT

Preface Mustafid, Prof - Diponegoro University 2023-05-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/54513 10.21456/vol11iss2ppv-viii Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; v-viii 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/54513/pdf Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6200 2016-04-06T06:45:11Z jsinbis:RAC

Sistem Panel Kinerja Untuk Program Studi Sarjana Berbasis BAN PT Utomo, Agus Prasetyo Mustafid, Mustafid Widiyanto, Ibnu Study program need to do monitoring and continuously measurements of performance to ensure achievement the goals set of its. The process of performance requires monitoring data and information was taken from all parts of the organization. The purpose of this research is to build a panel system performance (performance dashboard) that can be used to help measure the performance of undergraduate degree courses based on BAN PT in order of quality assurance in higher education. The results of performance monitoring will be delivered to the parties concerned, efficiently and effectively. Panel System (Dashboard) is a tool to present information at a glance. Dashboard inform using Key Performance Indicators (KPI) an effective presentation media. KPIs are used in the construction panel system performance of these courses entirely using the instruments of the National Accreditation of Higher Education. The methodology can be applied either on a case study of the development of dashboards to support the efforts of quality assurance courses at the Stikubank University Semarang. This study emphasizes how the application is to provide easy information to Head of study program, Dean of faculty, Rector and Vice Rector of university to the achievement of the quality of undergraduate study program.   Keywords: Performance Dashboard; Key Performance Indicators; Accreditation. Diponegoro University 2013-03-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/3 10.21456/vol3iss1pp13-17 Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013; 13-17 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/3/fulltext

oai:ojs.ejournal.undip.ac.id:article/73073 2026-05-11T08:27:48Z jsinbis:RAC

Usability and User Experience Evaluation for Website Design of Higher Education Institutions (2015-2024): Evolutionary Trends and Clusters of Research Maskur, Abdul Syarief, Achmad Usability; User Experience; Higher Education Institution Websites; Bibliometric Analysis Situs web telah menjadi platform penting dalam sistem Institusi Pendidikan Tinggi (HEI), memungkinkan akses fleksibel ke pendidikan dan informasi akademik. Oleh karena itu, Usabilitas dan Pengalaman Pengguna (UX) situs web HEI telah mendapatkan perhatian ilmiah yang signifikan. Studi ini bertujuan untuk mengidentifikasi tren penelitian yang mengevaluasi usabilitas dan UX dalam desain situs web HEI (2015-2024) melalui analisis bibliometrik publikasi (n = 124) dari Scopus, IEEE Xplore, dan ScienceDirect. Cakupan analisis meliputi frekuensi publikasi, jaringan kata kunci, kinerja sitasi, jurnal, penulis, afiliasi institusional, dan klaster penelitian. Hasil menunjukkan bahwa evaluasi usabilitas dan UX dipelajari di berbagai disiplin ilmu dan terkonsentrasi dalam lima klaster: (1) Antarmuka situs web e-learning selama pandemi COVID-19, (2) Sistem informasi perpustakaan, (3) Niat mahasiswa untuk melanjutkan pembelajaran di situs web, (4) Situs web komunikasi pemasaran, dan (5) Sistem manajemen pembelajaran. Hasil ini menggarisbawahi bahwa evaluasi kegunaan dan UX pada platform situs web lembaga pendidikan tinggi cenderung pada studi yang berpusat pada mahasiswa yang mencakup beberapa situs dan unit layanan. Makalah ini juga menekankan pentingnya evaluasi yang berpusat pada pengguna di seluruh fase desain, pengembangan, dan pasca-implementasi situs web lembaga pendidikan tinggi. Mengingat bahwa lembaga pendidikan tinggi harus menyediakan layanan optimal kepada pemangku kepentingan dengan latar belakang, kebutuhan, dan kemampuan akses informasi yang beragam. Diponegoro University 2025-07-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/73073 10.14710/vol15iss3pp321-329 Jurnal Sistem Informasi Bisnis; Vol 15, No 3 (2025): Volume 15 Number 3 Year 2025; 321-339 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/73073/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/19493 2018-12-26T00:47:38Z jsinbis:RAC

Manajemen Masalah Teknologi Informasi Berdasarkan Kerangka Kerja ITIL V3 dan COBIT 5 Effendy, Faried Hariyanti, Eva Problem Management; COBIT 5; ITIL V3; SOP In this study, we attempted to develop Information Technology (IT) document of problem management for the export company. This document used as guidance for the company’s employees to manage IT problem. Not every company's IT division has IT problem management strategy, the priority of problem-solving is usually done by the First In first out (FIFO) method by not considering the impact and the problem urgency. COBIT 5 and ITIL V3 DSS03 related to Problem management were used as standards to review and benchmark on how problem management activities should be done. The output of this research is a Standard Operating Procedure (SOP) document. The Problem management SOP document consists of three stages, the first stage is the preparation of  SOP with 5 sub-stages, namely: list activity of ITIL V3 and COBIT 5 DSS03, mapping activity of ITIL V3 and COBIT 5 DSS03, verification of company new activities, mapping of activity actor based on RACI DSS02 and mapping of workproduct. The second stage is the adjustment of SOP documents with 2 sub-stages, namely: interviews for identification of needs and mapping of activity actor with the company's organizational structure. The third stage is the verification of SOP documents. The SOP documents contain 11 procedure with five actors. Overall SOP document can eventually become a reference for the company to manage IT problem.  Diponegoro University 2018-10-25 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19493 10.21456/vol8iss2pp157-165 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 157-165 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19493/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/56814 2023-12-31T10:13:04Z jsinbis:RAC

Penerapan Metode Service Quality (SERVQUAL) dan Simple Additive Weighting (SAW) untuk Menentukan Pengambilan Keputusan terhadap Kepuasan Pelanggan (Studi Kasus: Restoran Ayam Geprek) Sandiwarno, Sulis Kepuasan Pelanggan; SPK; SERVQUAL dan SAW; Ayam Geprek Perkembangan usaha kuliner di Jakarta bisa dibilang mengalami perkembangan yang cukup pesat. Setiap bulannya selalu ada resto baru maupun tempat makan baru seperti pedagang kaki lima maupun kafe. Untuk menghadapi persaingan tersebut, perlu adanya suatu ulasan kepada para pelaku Usaha Mikro Kecil dan Menengah (UMKM) agar dapat melakukan peningkatan dan perbaikan dalam pelayanannya. Pada penelitian terdahulu, telah dilakukan analisis terhadap kepuasan pelanggan menggunakan metode Simple Additive Weighting (SAW). SAW merupakan suatu metode penjumlahan terbobot yang dikenal secara luas untuk pengambilan keputusan. Akan tetapi, metode tersebut memiliki masalah seperti kurangnya akurasi data. Untuk mengatasi permasalahan tersebut dalam penelitian ini kami ingin menggunakan metode Servqual secara bersama di metode SAW. Tahapan dari usulan penelitian yang kami lakukan adalah melakukan pengumpulan data menggunakan kuesioner yang disebar lalu dianalisis menggunakan metode Servqual dan SAW. Berdasarkan uji coba sistem yang dilakukan pada 5 cabang restoran ayam geprek Sultan, didapatkan hasil bahwa pemilik harus memperbaiki dimensi Responsiveness dengan nilai gap sebesar 0.105, nilai ini lebih rendah dibandingkan dimensi yang lain. Sedangkan cabang Semper ini memiliki prioritas terbesar untuk dilakukan perbaikan dibandingkan dengan 4 cabang lainnya dengan nilai akhir 0.6237. Dengan hasil yang didapatkan tersebut, diharapkan pemilik restoran dapat memberikan perbaikan pelayanannya. Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56814 10.21456/vol14iss1pp88-99 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 88-99 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56814/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/23106 2020-04-17T08:12:08Z jsinbis:RAC

Perancangan Sistem Informasi Konsultasi Akademik Berbasis Website Manuhutu, Melda Wattimena, Juneth Information Systems; Academic Consultation; Website In this era of modernization, a successful consultation process can increase its efficiency and effectiveness by utilizing information technology that has been successfully developed by the internet. The development of computer technology, encouraged communities and groups to compete to improve the quality of their services in various fields. Awareness of this must also be used by the Higher Education Institution as a student provider. The computerized Academic Consultation System that is used through the internet network is needed to facilitate students to carry out the coaching process together with academic advisors. This system is very easy to control and evaluate as a whole based on the College Leaders or other implementers at the Faculty level. The system development model used in this study is model prototypes and data collected through observation, interviews and literature. The programming language used is PHP and the software interface for designing using Adobe Dreamweaver CS. Making a database using MySQL with the XAMMP application. The system testing was using black box testing and the results found that the system can run well and in accordance with their respective functions. Diponegoro University 2019-11-04 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23106 10.21456/vol9iss2pp149-156 Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019; 149-156 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23106/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/23106/4243 Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/62937 2024-08-07T01:29:42Z jsinbis:RAC

Pengembangan Game Edukasi Digital Tema Seni dan Bahasa dengan Metode Multimedia Development Life Cycle Nurul, Hanan Nugraheni, Dinar Mutiara Kusumo Noranita, Beta Bahtiar, Nurdin Educational Games; Multimedia Development Life Cycle; Usability Testing Education for early childhood, especially for PAUD TK-B in the age range of 4-6 years, is crucial in providing and shaping the foundation of children's knowledge. An engaging teaching method will enhance children's interest in learning, thus the need for digital learning media as an alternative. One step in implementing digital learning is through Educational Games. This research is conducted by developing the PAUD TK-B Nurussunnah Educational Game using the Multimedia Development Life Cycle (MDLC) method. The game's validation includes usability aspects such as effectiveness, satisfaction levels, and adaptation to the TK-B curriculum. After development, the educational game undergoes alpha and beta testing using the black box method. Beta testing involves evaluating usability for the efficiency and satisfaction of TK-B students, with an effectiveness rate of 98.94%  and satisfaction rate of 88.57%. The interview results with expert teachers indicate that the educational game aligns with the curriculum at the educational unit level for PAUD. Thus, based on the research findings, the PAUD TK-B Educational Game application can be considered an alternative learning media for TK-B students. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62937 10.21456/vol14iss3pp302-310 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 302-310 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62937/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9913 2017-08-30T17:06:59Z jsinbis:RAC

Implementasi Metode AHP Dan Promethee Untuk Pemilihan Supplier Chamid, Ahmad Abdul Surarso, Bayu Farikhin, Farikhin Supplier; Decision Support Systems; AHP and PROMETHEE. Selection of suppliers is one of the most important things to meet the needs of the company consistently and at an acceptable cost, decision support system used to select suppliers by identifying suppliers with the highest potential. The object of this study is the drug suppliers. In this study we use four criterias to select suppliers of drugs: drug completeness, price, time delivery, payment or loan term. AHP method is used to calculate the weight of each criterion based on the pharmacist assessment. The weight criterias of the AHP process result is used for the calculation of the alternatives rank. PROMETHEE method used to alternatives calculation analysis that produce alternatives rankings. Diponegoro University 2015-10-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9913 10.21456/vol5iss2pp128-136 Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015; 128-136 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9913/pdf

oai:ojs.ejournal.undip.ac.id:article/31892 2020-12-29T22:45:40Z jsinbis:RAC

Penerapan Soft System Methodology dalam Ekstraksi Pengetahuan Tentang Akreditasi Universitas XYZ Karay, Jeni Manongga, Danny Purnomo, Hindriyanto Dwi Akreditasi; Soft System Methodology; Ekstraksi Pengetahuan; Universitas; Papua; Analisis SWOT; Sistem Pembuat Keputusan; As a university, accreditation is a benchmark and recognition of quality standards and definitions of an educational institution (higher education) by parties outside an independent institution. Accreditation is also interpreted as an effort by the government to standardize and guarantee the quality of higher education alumni in order to ensure that quality among universities is not too varied and according to work needs. Management of Higher Education needs to improve quality and be an input for stakeholders who continue to improve the university. Using Soft System Methodology, researchers map and conceptualize models and plans to help XYZ University develop its accreditation values. In this case the Faculty of Science and Technology at XYZ University. From this research it was found that the XYZ University's Faculty of Science and Technology can provide alternative funding and development from all parties and grants as well as cooperation in outside universities that will help this faculty to add facilities, improve the quality of supervisors by using technology at the University's Faculty of Science and Technology XYZ. Recommendations given by researchers are faculties can make a web-based DSS (Decision Support System) accessed by intranet to help download traces of faculty development and can be used as a basis for decision making. Diponegoro University 2020-12-22 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31892 10.21456/vol10iss2pp180-187 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 180-187 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31892/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/31892/7148 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6051 2016-04-06T06:25:57Z jsinbis:RAC

Perencanaan Strategis Sistem Informasi Pada Institusi Pendidikan Tinggi Menggunakan Analisis Critical Success Factors Widyaningsih, Pipin Mustafid, Mustafid Rochim, Adian Fatchur There  are  many  organization  which  develop  their  information  technology  only  based  on  the  recommendation  of  certain  vendors  and colleagues. The development of Information and Technology Systems need a proper consideration in order to avoid the chance of bigger loss in the financial and investation sectors. The unsystematic development of Information and Technology Systems will not fu lfil a long term needs, there is no priority scale on it and it is not in line with the bu ssiness organization rhyme. The Strategic Planning Information System is a systematic approach about what is considered to be the most effective and effecient to fulfil the needs of information. The Strategic Planning Information System stated by Ward and Peppard (2002), which becomes the basis of this research, uses some analysis methods, likeValue Chain and Critical Success Factors. The result of this research is a blue print of the strategic planning which is based on  the  bussiness  organization  planning  with  the  data  gathered  through  the  analysis  method  used  and  it  involves  all  the  organization component.Keywords: Strategic planning information system; Higher education institution, Critical success factors Diponegoro University 2014-01-21 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14 10.21456/vol1iss2pp86-92 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 86-92 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/14/267

oai:ojs.ejournal.undip.ac.id:article/71698 2025-06-12T07:30:50Z jsinbis:EDT

Preface JSINBIS 15 (1) 2025 JSinbis, Editorial - Diponegoro University 2025-03-13 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71698 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; ii 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71698/27918 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/11306 2020-04-17T08:07:16Z jsinbis:RAC

Verifikasi Suara menggunakan Jaringan Syaraf Tiruan dan Ekstraksi Ciri Mel Frequency Cepstral Coefficient Kurniawan, Andi Voice Verification System; Mel Frequency Cepstral Coefficient; Mel-Frequency Wrapping; Artificial Neural Network Voice recording is an important part of the evidence for the suspect, so it is necessary to verify the voice suspects to prove the allegations of the suspect. The research aims to develop a voice verification system using artificial neural networks and extraction characteristics mel frequency cepstral coefficient. As the input data analyzed is the data of the unrecognized voice recorder of the owner and the recorded data of the sound that the owner has known as the comparison data. Data input is processed by feature extraction consisting of framing, windowing, fast Fourier transform, mel frequency wrapping, discrete cosine transform resulting in mel-frequency wrapping coefficient. The mel frequency wrapping coefficient of each frame in each input voice, is used as input on pattern recognition using artificial neural networks. The results of artificial neural networks are analyzed using decision logic to get a decision whether these two voices are the same or not. The output of the system is a decision that the tested sound is the same as or not with a voice comparison. Based on the level of compatibility of the test data produces a voice verification system with mel-frequency wrapping and artificial neural networks have a rate of 96% accuracy. The accuracy of the voice verification system can be an option to help resolve the issues in verification of voice recordings. Diponegoro University 2017-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11306 10.21456/vol7iss1pp32-38 Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017; 32-38 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11306/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/45373 2022-10-20T08:18:06Z jsinbis:RAC

Penerapan Konsep Continuous Review (Q,r) Pada Model Economic Order Quantity (EOQ) Uutuk Mengoptimalkan Persediaan Bahan Baku Minuman Romariardi, Adi Wahyu Mustafid, Mustafid Suryono, Suryono Inventory; Continuous Review (Q,r); Economic Order Quantity (EOQ) The challenge in controlling the supply of beverage ingredients is strongly influenced by the stable condition of supply, prices and differences in the shelf life of the beverage ingredients themselves. The high cost of beverage ingredients such as milk, flavoring powder and the difficulty of finding supplies of certain beverage ingredients, all of the increase in prices and difficulties will certainly affect operations. There are three choices, either increase the price, reduce the profit, or reduce the portion size. All these choices will not be easy to decide. This study aims to build an information system by applying the concept of continuous review (Q,r) on the economic order quantity (EOQ) model to optimize the supply of beverage ingredients. With the application of the concept of continuous review (Q, r) in the economic order quantity (EOQ) model on robusta coffee beans  produces  the order quantity is 521.15 grams each time an order is at the inventory level at 746 grams, palm sugar produces the order quantity is 1,430.71 grams every time you order at a stock level at 1124 grams, UHT milk produces the order quantity is 1,188.4 ml each time you order at a stock level at 7462 ml, and sweetened condensed milk produces an order amount of 802,6 grams each time you order at a stock level of 758 grams. Diponegoro University 2022-09-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45373 10.21456/vol12iss1pp66-72 Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022; 66-72 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45373/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/45373/11714 Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6237 2016-09-29T01:43:10Z jsinbis:RAC

Rancang Bangun Sistem Informasi Pelayanan Kesehatan Berbasis Customer Relationship Management Menggunakan Teknologi Short Message Service (SMS) Sutrisno, Trismianto Asmo Sutrisno Prahasto, Toni Suhartono, Suhartono Recently, there are many hospitals as the health-care services choose to use the concept of Customer Relationship Management (CRM) to build the trust bridges between the hospitals and their patients. The implementation of CRM in health caring, especially for pregnant women needs to do; such as the delivery of information related to the pregnant women to get antenatal care as the scheduled or pregnant women desire to obtain information dealing with their pregnancy. The irrelevant, slow and inaccurate information can cause the health care services given to the patients are not optimal, so that they can reduce patients’ loyalty toward the health-care services. This research resulted health care information system based on Customer Relationship Management using Short Message Service (SMS) technology with case study of health care for pregnant women. The resulted information system is produced by the System Development Life Cycle methodology using the Waterfall model. One of the features produced is the pregnant women will receive a confirmation SMS to obtain antenatal care with a schedule until 28 weeks of their pregnancy check up every four weeks, 28-36 weeks of their pregnancy check up every two weeks, and 36-40 weeks of their pregnancy check up once a week.   Keywords: Pregnant Women, Antenatal Care, Customer Relationship Management, Short Message Service Diponegoro University 2012-12-19 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/048 10.21456/vol2iss3pp160-168 Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012; 160-168 2502-2377 2088-3587 id

oai:ojs.ejournal.undip.ac.id:article/71484 2025-07-07T19:24:15Z jsinbis:RAC

Examining Social Support and Trust Transfer Theory in Online Health Community Adoption Saputra, Ragil Dharmawan, Bagus Dwiky Adhy, Satriyo Mutiara, Dinar Yasin, Hasbi Online Health Community; Social Support; Trust Transfer Theory; Self-Efficacy. Online Health Communities (OHCs) have become a key source of social support for individuals with health concerns. OHC members engage in communication and information exchange, with trust among members playing a crucial role in the acceptance of these platforms. This research aims to examine the determinants affecting OHC acceptance by employing trust transfer theory, social support, and self-efficacy as core variables. The proposed model was empirically tested using data from 100 members of the Indonesian Diabetes Forum on Facebook. This quantitative study employed a 5-point Likert scale to evaluate user perceptions. The findings indicate that OHC acceptance is significantly supported by both information support and emotional support, which foster trust among community members. Trust in members subsequently leads to trust in the broader community, culminating in the sustained use of the OHC. Furthermore, emotional support positively influences self-efficacy, encouraging users to join and actively participate in OHCs. However, information support does not have a significant effect on self-efficacy. This research offers significant understanding of the relationships among social support, self-efficacy, and trust in promoting the continued use of OHCs. The research model offers a framework that can be applied in other contexts with similar technological and community-based perspectives.  Diponegoro University 2025-06-29 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71484 10.14710/vol15iss2pp277-284 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 277-284 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71484/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/71484/19430 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/17168 2018-05-30T22:47:15Z jsinbis:RAC

Analisis Prediksi Kebangkrutan Perusahaan Menggunakan Artificial Neural Network Pada Sektor Pertambangan Batubara Nurdini, Rizki Amalia Priyadi, Yudi ., Norita Bankruptcy Prediction; Financial Ratios; Data Mining; Artificial Neural Network Indonesia’s coal mining industry has been decreased since the last five years and causing the financial performance of companies in the industry to deteriorate. The aim of this paper is to analyze the bankruptcy prediction on coal mining sector companies listed in Indonesia Stock Exchange (IDX) in 2012 – 2016 using data mining prediction method that is artificial neural network model with three financial ratios as an input parameter. The financial ratios used are shareholder’s equity ratio, current ratio and return on assets. The results indicate that these ratios are very suitable to be used as an input parameter because it shows a quite significant difference in calculation results between bankrupted and non-bankrupted companies.The ANN training model used in the prediction process in this study resulted in the best training performance with the model architecture of 15 neurons on input layer and one hidden layer with 30 neurons in it. The training model produces training performance with the lowest MSE of 0,000000313 and the highest R of 99,9%. Bankruptcy prediction result using ANN showed that 7 (seven) coal mining sector companies are predicted to be bankrupt Diponegoro University Telkom University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17168 10.21456/vol8iss1pp107-114 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 107-114 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17168/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/57584 2024-01-11T21:08:50Z jsinbis:RAC

Digital Marketing as a Tourism Village Marketing Strategy in East Java’s Horseshoe Region Nurmadewi, Dita Yuniati, Sri Firdaus, Muhammad Vallen Rachman, Izmil Musyaffa Tourism Village; Horseshoe; Information Technology; Digital Marketing, Business; Qualitative If supported by digital marketing, tourism villages can be a major economic driver in rural communities. Because through digital marketing, the tourism industry is able to expand its market and attract more tourists. This study intends to map the need for information technology for digital marketing as a strategy to enhance the marketing of tourism villages. This study employs a qualitative case study methodology. Tourism villages of Kemiren in Banyuwangi Regency, Lombok Kulon in Bondowoso Regency, and Kampung Blekok in Situbondo Regency served as research sites. Observation, interviews, and documentation techniques were utilized to collect research data. The data analysis employed qualitative descriptive analysis. According to the findings of the survey, the marketing of tourist villages in the Horseshoe region has been conducted using information technology. However, the use of digital marketing through websites and social media is still limited. Therefore, digital marketing must be supported in accordance with the requirements of the tourist village and the segmentation of the target market. This research's information technology requirements mapping methodology for digital marketing can be utilized to support the marketing of tourist villages in East Java’s Horseshoe region.   Diponegoro University 2024-01-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57584 10.21456/vol14iss1pp46-53 Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024; 46-53 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57584/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9862 2016-01-02T04:06:02Z jsinbis:RAC

Sistem Pakar Identifikasi Modalitas Belajar Siswa Dengan Implementasi Algoritma C4.5 Soewono, Rachmawati Gernowo, Rachmat Sasongko, Priyo Sidik C4.5 Algorithm is one of the classification technique in machine learning which is used in data mining process by build a decision tree which is represent in the rules. The aims of classification technique in data mining is to recognize the regularity of the pattern and the relation in a huge dataset by historical data collection. Students’ modalities measurement which is done by the questionnaire is produce historical data which is potentially to be processed to generate the classification that can be converted in rules. The expert acquisition and the C4.5 algorithm classification rules are used as knowledge base in the expert system. Therefore this research is done to build an expert system of the student’s modalities identification by implementing C4.5 algorithm that can produce seven categories of modalities classification, they are : visual, auditory, kinesthetic, visual-auditory, visual-kinesthetic, auditory-kinesthetic and visual-auditory-kinesthetic which has good in accuracy. The accuracy of the C4.5 algorithm classification and the expert system testing prediction is 80%. Keywords : Expert system; Decision tree; C4.5 Algorithm; Modalities.   Diponegoro University 2014-04-06 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9862 10.21456/vol4iss1pp20-27 Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014; 20-27 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9862/Rachmawati%20Soewono

oai:ojs.ejournal.undip.ac.id:article/59844 2024-08-07T01:29:42Z jsinbis:RAC

Analisis Sentimen Komentar Konsumen Industri Jamu di Media Sosial menggunakan Artificial Neural Network dan K-Nearest Neighbor Kurniawan, Daniel Purnomo, Hindriyanto Dwi Iriani, Ade Sentiment Analysis; Artificial Neural Network; KNN; Path Analysis; Herbal Medicine Products Phytopharmaceutical plants have become one of the main commodities contributing significantly to the economy through their use in the pharmaceutical, cosmetic, and health industries. However, behind this economic potential, traditional herbal medicine businesses often face challenges, particularly in promotion and brand identity. Social media platforms like Instagram have now introduced unique features to support business and marketing, primarily by providing in-depth information about herbal products and offering opportunities for businesses to receive feedback from consumers. Comments on social media are valuable but often unstructured; hence, sentiment analysis is necessary to organize and categorize this data. By combining comment data with information from Google Trends, cause-and-effect relationships from comments during specific periods can be identified using path analysis. This research aims to analyze consumer comments on the Sidomuncul company's Instagram platform, with the hope of benefiting the company and advancing herbal medicine products. The methods used in this study include Artificial Neural Network (ANN) and K-nearest neighbor (KNN) to classify comments into positive, negative, and neutral categories. Both methods show satisfactory results in classification, with an average accuracy of 0.887 for ANN and 0.874 for KNN. However, the ROC curve for the KNN model indicates a relatively low AUC value in classifying negative comments, at 0.598. Diponegoro University 2024-08-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59844 10.21456/vol14iss3pp210-223 Jurnal Sistem Informasi Bisnis; Vol 14, No 3 (2024): Volume 14 Nomor 3 Tahun 2024; 210-223 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59844/pdf Copyright (c) 2024 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/9890 2017-03-03T13:42:22Z jsinbis:RAC

Penerapan Metode Hill Climbing Pada Sistem Informasi Geografis Untuk Mencari Lintasan Terpendek Dangkua, Eka Vickraien Gunawan, Vincencius Adi, Kusworo Heuristic search methods is one of the methods commonly in use in finding the shortest path, one of which, namely the methods Hill Climbing process where testing is done using heuristic functions. Problems generally encountered is the shortest path search to solve the problem of distance can be changed into a graph structure, where the point of declaring the city and the State line that connects the two cities. From the logic so that it can locate destinations and save on travel costs. The hallmarks of this algorithm are all possible solutions will have then checked one by one from the left side, so it will be obtained solutions with optimal results. On a Hill Climbing method according to case using geographic information systems as a tool in making a decision, by way of collect, examine, and analyze information related to digital map. with a combination of Hill Climbing method and geographic information systems can result in an application that is certainly feasible for use in the search path problems.   Keywords: Hill Climbin method; digital map; Geographic Information Systems Diponegoro University 2015-04-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9890 10.21456/vol5iss1pp19-25 Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015; 19-25 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9890/pdf

oai:ojs.ejournal.undip.ac.id:article/30312 2020-08-23T12:40:30Z jsinbis:RAC

Faktor-Faktor yang Mempengaruhi Minat Institusi Pendidikan dalam Menerapkan Sistem Pembayaran Online Rosdwianty, Sintya Najib, Mukhamad Jahroh, Siti Education Sectors; Financial Technology; Online Payment; Technology Acceptance Model. The growth of financial technology is increasing very rapidly, followed by the number of players in this industry. However, society’s digital literacy still needs to be developed. PT Infra Digital Nusantara is one of financial technology start-up that focuses on online payment transactions in the education sector. Offering the financial system, especially online payment to an education institution, yet PT IDN is still struggling to gain new customers. In this study, the factors that affecting the interest and needs to implement online payment for education sectors were analyzed. Data processing was performed using the method of Structural Equation Modelling-Partial Least Square (SEM PLS). Target survey respondents were the customers of PT IDN. The results showed that Perceived Usefulness, Perceived Ease of Use, Attitude towardUsingTechnology, and Behavior Intention to Use had significant factors in affecting The Actual Use of the System. This is indicated by t-valuesof all hypotheses are above 1.96 at the 95% significance level.Hence, Perceived Usefulness, Perceived Ease of Use of the system and Attitude toward Using Technology, as the key determinant factors of technology acceptance, needs to be maintained carefully. Diponegoro University 2020-07-08 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30312 10.21456/vol10iss1pp105-113 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 105-113 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30312/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/29799 2020-12-29T22:45:40Z jsinbis:RAC

Sistem Informasi Evaluasi Perkuliahan dengan Sentimen Analisis Menggunakan Naïve Bayes dan Smoothing Laplace Ramadhani, Nilam Fajarianto, Novan Information System; Lecture Evaluation; Sentiment Analysis; Naïve Bayes; Laplacian Smoothing A good lecture is certainly a goal so that students achieve maximum learning outcomes. In order for good lecture quality, lecture evaluation needs to be done,beside lecturer professional competency training. In order to improve the quality of lectures, Departement Informatics of Madura University (UNIRA) evaluates lecturers' performance in each semester. Form of evaluation is a questionnaire that filled out by students.Results of the questionnaire, then it is analyzed to find out whether the comments are positive, negative, or neutral. The method that can be used to solve the problem of sentiment classification analysis is Naïve Bayes that combined with text processing techniques.The data comments that collected are 342. After grouping the comments by subject, there were 31 comments for subject Human and Computer Interaction (HCI). In this data comments then performed data cleaning, data transformation, text processing and labeling. Then classifying comments using Naïve Bayes with Smoothing Laplace. Results of accuration obtained an accuracy to 80%. The results of  implementation Naïve Bayes algorithm with Smoothing Laplace, it can be seen the sentiment analysis of the subjects that lectures taught. Diponegoro University 2020-12-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29799 10.21456/vol10iss2pp228-234 Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020; 228-234 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29799/pdf Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/63192 2025-06-12T07:30:50Z jsinbis:RAC

The Impact of The Utilization of Electronic Payment Moderated by Financial Technology Innovation on Financial Technology Payment in Indonesia Surjadi, Julisar Supriatna, Dicky Debora, Debora The utilization of Electronic Payment, Financial Technology Innovation, Financial Technology Payment, Technology Acceptance Model, Unified Theory of Acceptance and Use of Technology. Information technology is currently developing rapidly and covers many aspects of people's lives. The development of information technology also includes in the financial sector. The development of information technology in the financial sector is referred to as Financial Technology. The purpose of this study was to test and analyze The Utilization of Electronic Payment moderated by Financial Technology Innovation on Financial Technology Payment in Indonesia. The theories used in this study are the Technology Acceptance Model (TAM) and the Unified Theory of Acceptance and Use of Technology (UTAUT), Electronic Payment, Financial Technology, Diffusion of Innovation Theory, and Financial Technology Payment. Diffusion of Innovation (DOI) Theory in 1962, making it one of the earliest social science theories. A theory known as "diffusion of innovations" aims to explain how, why, and how quickly new concepts and technologies proliferate. Everett Rogers made the theory more widely known in his 1962 book Diffusion of Innovations. The research method used in this research is quantitative methods with primary data obtained from distributing questionnaires using Google Form. The data were collected from 316 respondents. The questionnaire was structured using a Likert Scale of 1-5 (Strongly Disagree - Strongly Agree). The research data were analyzed using the Structural Equation Model (SEM) with WarpPLS7. The results showed that The Utilization of Electonic Payment accepted with P Value < 0.01 to Financial Technology Payment in Indonesia. The Information Technology Innovation variable can act as a moderating variable between The Utilization Electronic Payment and Financial Technology Payment  in Indonesia with P Value = 0.01 Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63192 10.14710/vol15iss1pp52-59 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 52-59 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/63192/pdf_1 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/12153 2017-09-19T02:49:39Z jsinbis:RAC

Evaluasi Kinerja Organisasi Publik Dengan Menggunakan Pendekatan Balanced Scorecard dan Analytic Network Process Tunggul, Adi Mora Isnanto, Rizal Nurhayati, Oky Dwi Performance evaluation; Balanced scorecard; Analytic network process. Balanced scorecard is a strategic business management method that links performance evaluation to vision and strategies using a multidimensional set of financial and nonfinancial performance metrics. This study examined both quantitative data for the proposed Analytic Network Process method. The purpose of this research is to build a model that combines the Balanced Scorecard approach and Analytical Network Process to assist in the performance evaluation of public organizations tax services. Balanced Scorecard concept is applied to determine the hierarchy of the financial perspective, customer perspective, internal business processes, and learning and growth perspective as well as their respective performance indicators of public organizations and then Analytical Network Process used to tolerate vagueness and ambiguity of information and built an information system that is applied to facilitate the performance evaluation process. The study provides recommendations to the management of public organizations regarding the tax service strategy to improve the performance of public organizations. Diponegoro University 2016-12-26 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12153 10.21456/vol6iss2pp124-132 Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016; 124-132 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12153/pdf Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS

oai:ojs.ejournal.undip.ac.id:article/34708 2023-05-29T17:48:26Z jsinbis:RAC

Pengembangan Website Marketplace Binatang Peliharaan dengan Fitur Lelang Menggunakan Metode Rapid Application Development Sutjiadi, Raymond Rahmawati, Titasari Halim, Edbertinus Marketplace; Auction; Rapid Application Development; Buy and Sell; Website. Through marketplace website, someone can open a business using relatively low capital without the need to open physical store. The benefit using marketplace website is wider market range so that able to get customers easily. On the other hand, pet lovers often feel difficulties to buy a pet. Moreover, rare pets are traded using higher bargaining price between sellers and buyers. This causes difficulties to find mutually beneficial price on both sides. In this research is developed marketplace website to sell pets, which is equipped with auction feature. Via this auction feature will facilitate sellers and buyers to find beneficial dealling price. This website is developed using Rapid Application Development method which prioritizes the speed of application development. The features of this marketplace website are depicted using Unified Modelling Language (UML). From the testing result, it can be seen that buying and selling features can simplify sellers to market their products. Auction feature also can run automatically on certain determined deadline to find best bidding price from buyer Diponegoro University 2022-01-31 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34708 10.21456/vol11iss2pp152-160 Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021; 152-160 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34708/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/34708/10046 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6123 2016-04-06T06:38:28Z jsinbis:RAC

Sistem Pendukung Keputusan Evaluasi Pemilihan Pemenang Pengadaan Aset dengan Metode Simple Additive Weighting (SAW) Nugraha, Fajar Surarso, Bayu Noranita, Beta Procurement of assets by auction requires a decision support in selecting the winning bidder so that decision makers can pick and choose the winner of the auction. This study aims to develop a Decision Support System (DSS), which serves as an aid in decision mak ing in the process  of  evaluating  the  winning  bidder  acquisitions.  In order to  achieve  the  purpose  of  SPK  well  then helped  by  using  one  of  the methods in decision-making that is the method of Simple Additive weighting method (SAW) to evaluate alternatives in the provision of asset  based  decision-making  criteria.  This  method  has  the  advantage  criteria  (benefits)  and  cost  criteria  (cost).  Criteria  advantage (benefit) is used when considering the aspects of decision making maximum profit. While the cost criteria (cost) is the inver se of the attributes of an advantage, in this draft decision will be looking  for a minimal fee. The results may support the decision on the selection of an alternative evaluation of acquisitions winners based on predetermined criteria.Keywords: Acquisitions; Decision support systems; Simple additive weighting Diponegoro University 2012-06-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/35 10.21456/vol2iss2pp067-072 Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012; 067-072 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/35/302

oai:ojs.ejournal.undip.ac.id:article/71828 2025-07-07T19:24:15Z jsinbis:RAC

The 7D BIM Modeling for Building Asset Data Management Using Revit, COBIe Extension, and QR code Hatmoko, Jati Utomo Dwi Taqy, Muhammad Ravy Arkan Utama, Rahmana Pria Hermawan, Ferry 7D BIM Modeling; Building Asset Management; Revit Software; COBIe Integration; QR Code Implementation The management of building asset data has experienced many problems related to accessibility and storage issues. This causes difficulties for asset managers in managing and developing buildings after the construction phase. This research aims to develop a 7D Building Information Modeling (BIM) model of buildings to facilitate access to asset data in operational and maintenance activities. Autodesk Revit was used to perform BIM modeling and was integrated with COBIe and the cloud via QR code. The Faculty of Engineering Building Diponegoro University was used as a case study. Data was collected through observation, project documents, as-built drawings, technical specifications, etc. This 7D BIM model with COBIe plug-in is expected to address gaps in asset management, improve operational efficiency, reduce the risk of damage, improve the ability to classify assets in a systematic and integrated manner, and improve collaboration between stakeholders to increase the effectiveness of asset management significantly. Diponegoro University 2025-06-11 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71828 10.14710/vol15iss2pp271-276 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 271-276 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71828/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/17357 2018-05-30T22:44:35Z jsinbis:RAC

Implementasi Metode Association Rule untuk Menganalisis Data Twitter tentang Badan Penyelenggara Jaminan Sosial dengan Algoritma Frequent Pattern-Growth Tamaela, Jemaictry Sediyono, Eko Setiawan, Adi Association rule; Data Mining; Knowledge Discover; FP-Growth; Twitter; BPJS. BPJS services cannot be separated from criticism and complaints of the people in Indonesia. Twitter is one of the social media choose to share experiences related to things about BPJS. The information that is shared can be processed to gain new knowledge (knowledge discovery), which is related to public opinion about BPJS. Tweets collected from the national BJPS twitter are divided into words, then, specified words can be used as items to form the itemset. The association rule technique with the FP-Growth algorithm that is implemented in the application can process text data from Twitter to form the item set. Each item set contains a collection of tweets that are responses and the opinion of the community about an event or phenomenon related to BPJS services. The tree structure of FP-Growth simplifies the process of the validation because it can track and display the frequency of occurrence of each word and itemset, before and after branch pruning which is not included in the support value. The OSM API integration with the application in this study provides visual information about where the tweet comes from, so it can be used to generate itemset from a collection of tweets from a particular region. Diponegoro University 2018-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17357 10.21456/vol8iss1pp25-33 Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018; 25-33 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17357/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/56388 2023-11-13T20:38:31Z jsinbis:RAC

Analisis Multi Computer System Menggunakan Framework COBIT 2019 pada Perusahaan Perkakas Widjaja, Michelle Disa Andry, Johanes Fernandes Audit Information System; COBIT 2019; Multi Computer System. The application of information technology is important to help the company's business processes, one of which is a tool company based in Central Jakarta with the main activity of importing and distributing it to shops throughout Indonesia which has implemented IT to assist its business processes. However, based on observations and interviews with the company's directors, the system implemented still has problems that are not suitable for the expectations and needs, such as automatic data updates connected to sales. This research intends to determine the condition and quality of the system used and assess the existing operational implementation using the 2019 COBIT framework with an assessment through capability level, and results of an evaluation used to provide recommendations and suggestions for overcoming existing problems. The process of determining the domain for conducting an audit of the system uses a process of 10 design factors which produces a value of 100 in three domains which means that it has the expected level at level 5 (optimised). The results of the three most important domains for tooling companies based on the process of the design factors that have been carried out are EDM05 (Ensure Stakeholder Engagement), APO14 (Managed Data), and BAI09 (Managed Assets). Diponegoro University 2023-10-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56388 10.21456/vol13iss2pp120-126 Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023; 120-126 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56388/pdf Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9720 2016-04-05T14:45:10Z jsinbis:RAC

Metode Adaptive Neuro Fuzzy Inference System (ANFIS) untuk Prediksi Tingkat Layanan Jalan Azizah, Noor Adi, Kusworo Widodo, Achmad Tingkat pelayanan pada suatu jalan menunjukkan ukuran kualitas suatu jalan dan digunakan sebagai ukuran untuk membatasi volume lalu lintas suatu jalan. Tingkat pelayanan jalan yang kurang berdampak pada kemacetan arus lalu lintas dan saat ini merupakan permasalahan yang serius, terlebih di kota metropolitan. Maka perlu dikembangkan sebuah prediksi tingkat layanan jalan dengan menggunakan metode ANFIS (Adaptive Neuro Fuzzy Inference System). Penelitian ini bertujuan untuk membantu dalam proses pengambilan keputusan dan mencari alternatif solusi untuk mengatasi permasalahan kemacetan arus lalu lintas yang terjadi. Pada penelitian ini, metode ANFIS digunakan untuk membangun sebuah prediksi tingkat layanan jalan. Parameter masukan pada proses pembelajaran ANFIS juga sangat mempengaruhi untuk proses prediksi yang akan dilakukan. Adapun parameter inputnya adalah jumlah membership function sebanyak  2, tipe membership function gaussian, error goal 1x10-5, dan nilai epoch 100. Hasil penelitian menunjukkan bahwa metode yang diusulkan dapat digunakan untuk membangun sebuah prediksi tingkat layanan jalan dengan nilai RMSE dan MAPE terbaik yang diperoleh masing-masing adalah  0,0106209 dan 0,93158%.       Kata kunci: ANFIS, Prediksi, Tingkat Layanan Jalan. Diponegoro University 2013-12-07 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9720 10.21456/vol3iss3pp Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9720/pdf

oai:ojs.ejournal.undip.ac.id:article/21259 2020-04-17T08:11:09Z jsinbis:RAC

Prototype Software Monitoring Sarana dan Prasarana Perguruan Tinggi Abdillah, Leon A Atika, Linda Kurniawan, Kurniawan Purwaningtias, Fitri Higher education, Infrastructre, Monitorng software, Prototype This study aims to facilitate the management system of monitoring infrastructure program of university facilities and infrastructure, through software engineering technology approach as an effort to improve productivity and quality of monitoring process become more efficient and effective. The software in this research is built in a systematic and organized approach to monitoring infrastructure of facilities and infrastructure using appropriate tools and techniques. Through this research, universities are expected to be able to develop the necessary quality measures to support the process of planning and controlling infrastructure infrastructure monitoring. The research was conducted using survey method, development of monitoring management and software. Up to the design stage of this program prototype, research has produced a special picture of the software requirements to be built in the next year. Software development process starting from the analysis phase of system and software requirements, designing data structures up to the architecture stage of the program has produced a list of needs/requirements, the design of program prototype contained in the design of input/output for the monitoring process facilities and infrastructure. Diponegoro University DRPM Ristekdikti 2019-05-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21259 10.21456/vol9iss1pp18-24 Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019; 18-24 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21259/pdf Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/9879 2016-01-03T13:28:33Z jsinbis:RVA

Review: Musik dan Denyut Jantung Pada Era Digital Afandi, Ifan Kurnia Ferdiana, Ridi Nugroho, Hanung Adi Heart rate is one of the vital signs of the body health. In addition, the heart is the main pillar of the body in daily activities. Heart rate measurement can be done anywhere with the number of applications on smartphone, the example on Google PlayStore. Today, Digital Lifestyle can not be separated from the smartphone. This can be seen when the daily activities can not be separated from the smartphone. Today's digital lifestyle can not be separated from the music to support day-today activities. Musik digunakan manusia untuk tujuan yang bermacam-macam. Sebagian orang menggunakan musik untuk berelaksasi dan sebagian lainnya menggunakan musik untuk membangkitkan semangat. This paper presents the relationship between heart rate and the music so it can be used for the development of applications on smartphones. Keywords: Heartbeat; Music; Smartphone Diponegoro University 2016-01-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9879 10.21456/vol4iss3pp149-155 Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014; 149-155 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9879/Ifan%20Kurnia1

oai:ojs.ejournal.undip.ac.id:article/28494 2020-08-23T12:40:30Z jsinbis:RAC

Pemanfaatan Metode Association Rules dan Holt-Winter Multiplicative untuk Meningkatkan Peluang Penjualan Obat Pertanian Setiawan, Dwi Sediyono, Eko Sembiring, Irwan Association Rules; Holt-Winter Multiplicative; Sales Opportunity; Distributor; B2B The competition level between companies on executing product marketing is rapidly increasing, so the companies have to understand the importance of correlation between external environments of company with consumer’s needs. One of the efforts that can be done is by utilizing data warehouse and the application of infrastructure in information and technology field. This research combined Association Rules  method to extracting pattern and finding every possibility that potential to increase sales and Holt-Winter Multiplicative method to estimate the alteration of trend on the seasonal data. After passed through data processing process by using RapidMiner tools, information that consists of correlation pattern between rule that describe the comparison of product and the sales working area and season that affects the product sale. The pattern used by company to know which product is often purchased by customer. Besides that, this research produces changing trend data of PT ABC’s product that generated by result of previous data comparison with forecast data. Based on value of error rate Mean Absolute Percentage Error (MAPE) in estimating forecast result on the PT ABC’s sales transaction data during 3 years, it shows good level of accuracy. Result of data test, by considering rule that formed and forecast result so the company can control and manage product in order to avoid incorrect sales. This thing will effect on repression of operational cost and PT ABC can identify available opportunities to increase sale of agricultural medicine. Diponegoro University 2020-05-27 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28494 10.21456/vol10iss1pp46-55 Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020; 46-55 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28494/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/28494/5419 Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6053 2016-04-06T06:26:36Z jsinbis:RAC

Sistem Aplikasi Penyelesaian Masalah Program Linier Standar Maksimal Berbasis Web dengan Keluaran Sesuai Produk Kemasan terkecil Sriwasito, Putut Surarso, Bayu Sarwoko, Eko Adi Individual or cooperation  as the producer who produces more than one product always has a problem to determine the amount of each product, as well as the smallest packaging used to generate the maximum revenue but still meet the inventory of existing facilities. If the inventory of facilities and functions form a linear function of income then the problem is called the program a maximu m linear case, where all supplies are  limited means of the standard linear program is called maximal. Although the system has available a linear program to solve the problem,  the system is only owned by a limited circle, this system also   does not provide the smallest packaging option.  In general linear programming problem is solved by the simplex method with any number of real output in decimal or fractional format  mix.  Settlement  is  not  operational  because  the  manufacturers  do  not  always  able  to  make  the  smallest  product  packaging   in accordance with the unit on completion, to become operational, the results of this settlement may be rounded according to the smallest package selected. The problem of limited manufactures which have a system of linear program application can be overcome by providing a system similar to a web-based applications. This study compiled a web-based application system to solve a standard linear program that generates the maximum revenue that maximum use PHP software, data entered through the form and then taken by the POST method, then set up a matrix, carried out by iterating between the rows in the matrix operations that met the criteria optimal. By ch oosing the smallest packaging  which is used  0.25 units or 0.50  units, the system  check the number of products that  have  the smallest rounding according to the package selected, then the system prepare and present the inventory and revenue report.Keywords: Simplex metho; The smallest packaging; Web-based Diponegoro University 2011-07-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18 10.21456/vol1iss2pp99-107 Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011; 99-107 2502-2377 2088-3587 id https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/18/270

oai:ojs.ejournal.undip.ac.id:article/62781 2025-06-12T07:30:50Z jsinbis:RAC

Performance Analysis of Information Technology Services in Higher Education using COBIT 2019 Hariyanti, Eva Nuzulita, Nania Ranandha, Muhamad Erza Indari, Ima Tri Capability level; COBIT 2019; Governance; IT services; Maturity level Higher education institutions increasingly leverage information technology (IT) to improve their services. IT services are crucial in managing and supporting students, faculty, and staff. As IT governance evolves, measuring performance to identify potential service delivery issues becomes essential. This research adopts the COBIT 2019 framework, particularly the Deliver, Service, Support (DSS) domain, as a structured approach to assessing IT services' capability and maturity levels at a public university in Indonesia. The research methodology involves identifying measurement areas, collecting data, evaluating capability and maturity levels, validity testing, and providing recommendations. The study results show that the IT service maturity level of the university related to management practices in managed operations (DSS01), managed service requests and incidents (DSS02), and managed problems (DSS03) has reached level 3. Five activities in the IT service management have not been performed optimally: monitoring incidents and problems to improve task reliability, integrating key internal IT processes with outsourced service providers, comparing measures and plans with insurance policy requirements, evaluating physical modifications to IT sites to re-evaluate environmental risks, and including review knowledge in the service review meeting with the business customer. The validity results indicate that most of the measurement results align with the actual conditions of IT services, with an average validity score of 4.14. This study suggests specific improvements related to those five activities feasible for the university to implement to enhance its IT services. Diponegoro University 2025-02-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62781 10.14710/vol15iss1pp45-51 Jurnal Sistem Informasi Bisnis; Vol 15, No 1 (2025): Volume 15 Number 1 Year 2025; 45-51 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62781/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/62781/16113 Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/10825 2017-03-03T10:07:32Z jsinbis:EDT

Front Matter JSINBIS Volume 5 Nomor 1 Tahun 2015 M.Eng, Ph.D, Prof. Mustafid Front Matter JSINBIS Volume 5 Nomor 1 Tahun 2015 Diponegoro University 2015-04-03 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10825 10.21456/vol5iss1pp Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10825/8568

oai:ojs.ejournal.undip.ac.id:article/31926 2021-09-01T23:44:29Z jsinbis:RVA

Analisis Kepuasan Pengguna Sistem Informasi Administrasi Rumah Sakit (SIARS) dengan Model Delone and Mclean Putra, Dony Setiawan Darmawan, Mochammad Arief Service Analysis; User Satisfaction; Delone and Mclean; Hospital Administration Information System The Mother and Child Srikandi IBI Jember Hospital is one of the private hospitals in Jember district. Currently the Mother and Child Hospital uses the Hospital Administration Information System (HAIS) in providing services. There are several problems related to HAIS, including data that is not stored properly, the information generated by the hospital information system is still incomplete and users still have difficulty inputting data. The purpose of this study is to analyze system quality, information quality and service quality on user satisfaction. This type of research is quantitative, where there are 3 independent variables and 1 dependent variable. The results obtained are there is a moderate and unidirectional significant relationship of 0.519 between system quality and user satisfaction. There is a moderate and unidirectional significant relationship of 0.425 between information quality and user satisfaction. There is a strong and unidirectional significant relationship of 0.780 between service quality and user satisfaction. From these results it can be concluded that system quality, information quality and service quality have an influence on HAIS user satisfaction Diponegoro University 2021-09-01 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31926 10.21456/vol11iss1pp78-85 Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021; 78-85 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31926/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/31926/9157 Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/52538 2023-10-22T22:31:35Z jsinbis:RAC

Penambahan Variabel Tingkat Kecerdasan dari Chatbot untuk Mempengaruhi Kepercayaan Pengguna dalam Aplikasi Telekonsultasi Kesehatan Panjaitan, Hapizin Yonani Masnita, Yolanda Kurniawati, Kurniawati Healthcare Teleconsultation App; Chatbot; Artificial Intelligence (AI); Trust of Chatbot; Intelligence of Chatbot The use of Artificial Intelligence (AI) technology is often encountered in everyday life, especially in the world of business marketing, namely chatbots which are part of the implementation of Natural Language Processing (NLP). However, in its application, it is still felt that it cannot meet the needs of consumers for the specific questions they often ask, especially for those who use health teleconsultation services. In this study, the intelligence variable is added as an additional variable to answer the level of user trust in the chatbot. The data used in this study are quantitative with the target respondents being users of health teleconsultation services with a minimum user experience of 1 year. A total of 178 respondents met the criteria from a total of 238 respondents. In this research, three variables are developed. For each dependent variable, empathy, friendliness, and intelligence are factors moderated by task complexity and chatbot disclosure to determine the results of the independent variable, which is trust towards the chatbot. Based on the results of the outer model and inner model analysis using SmartPLS, it can be concluded that the addition of intelligence variables has a positive effect on user trust in chatbots. In addition, the level of chatbot complexity is also able to mediate the relationship between intelligence and user trust in chatbots. However, chatbot disclosure has a negative effect as mediating the relationship between intelligence and user trust in chatbots. In the application of using chatbots, the level of intelligence may have an effect on user trust, but natural human attitudes such as friendliness from chatbots do not affect user trust. Diponegoro University 2023-08-15 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52538 10.21456/vol13iss1pp78-87 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 78-87 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52538/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/52538/12858 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/52538/12859 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/52538/12860 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/52538/14090 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/71818 2025-07-07T19:24:15Z jsinbis:RAC

IoT-based Recording of Waste Types and Weights in Waste Processing System Ishlakhuddin, Fauzan Muhamad, Fachrul Pralienka Bani Ismantohadi, Eka Jannah, Miftahul IoT-based Waste Recording; Waste Processing System; Real-time Data Transmission; Waste Type Classification; Prototype Model Development Effective waste management requires the separation of waste types into categories such as organic, non-organic, and recyclable. This is necessary because not all types of waste can be processed. Therefore, accurate recording of waste types and weights is crucial in waste processing. A common issue today is that waste data is still recorded manually, leading to a lack of accuracy in the records. This research aims to develop an IoT-based waste type recording tool that can accurately record the weight and type of waste by retrieving values from a scale and transmitting the data in real-time to a waste processing system. The device development method used is the prototype model. This research successfully connected to and retrieved values directly from the Sayaki T-18 digital scale, ensuring that the weight values sent to the system are more accurate. During the testing of the developed IoT device, it accurately recorded and transmitted the quantity and type of waste as specified by the user, and the data stored in the system matched the test data accurately. Diponegoro University 2025-06-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71818 10.14710/vol15iss2pp216-220 Jurnal Sistem Informasi Bisnis; Vol 15, No 2 (2025): Volume 15 Number 2 Year 2025; 216-220 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/71818/pdf Copyright (c) 2025 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/16081 2020-04-17T08:09:21Z jsinbis:RAC

Layanan Berbasis Lokasi Hotel Menggunakan Realitas Tertambah Imansyah, Nur Widiastuti, Sri Handani Location Based Service; Augmented Reality; GPS; Hotel location Getting information in real time at specific times and locations is especially needed when users have high mobility. But often users are not familiar with the area, so difficulty in finding locations and information. The development of technology for location based services and augmented reality makes it easy to get information from available resources in locations using mobile devices equipped with GPS devices. The research aims to combine hotel location based services and augmented reality in android-based mobile device by manipulating virtual objects into real objects through the camera as input and mobile phone display as output.The integration of hotel location based services and augmented reality is useful for hotel users to be able to search hotel information by directing the camera mobile device in the direction of specific targets to be retrieved information. The output of the system is provided in real time on the mobile device display for the user. Output information provided in the direction of location of the hotel object and information about the object of the hotel.  Diponegoro University 2017-11-09 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16081 10.21456/vol7iss2pp120-130 Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017; 120-130 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16081/pdf Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/46522 2023-10-22T22:31:35Z jsinbis:RAC

Klasifikasi Penyakit Jantung Menggunakan Algoritma Analisis Diskriminan Linier Rashad, Ibnu Isnanto, R Rizal Widodo, Catur Edi Coronary Heart Disease; Machine Learning; Linear Discriminant Analysis The number of documented deaf people continues to increase. To communicate with each other, the deaf use sign language. The problem arises when Muslims with hearing impairment or deafness need to recite the Al-Quran. Muslims recite Al-Quran using their voice, but for the deaf, there are no available means to do the reciting. Thus, learning hijaiyah letters using finger gestures is considered important to develop. In this study, we use the recognition of hijaiyah letters based on pictures as the learning model. The real-time-based recognition then uses the learning model. This study uses 4 CNN pre-trained models, namely MnetV2, VGG16, ResNet50, and Xception. The learning process shows that MnetV2, VGG16, and Xception reach the accuracy limit of 99.85% in 2, 3, and 11 s, respectively. Meanwhile, ResNet50 cannot reach the accuracy limit after processing 100 s. ResNet50 achieves 82.12% accuracy. The testing process shows that MnetV2, VGG16, and ResNet50 achieve 100% precision, recall, f1-score, and accuracy. ResNet50 shows figures 81.55%, 86.04%, 82.04%, and 82.58%. The implementing process of the learning outcomes from MnetV2 shows good performance for recognizing finger shapes in real-time. Diponegoro University 2023-07-16 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46522 10.21456/vol13iss1pp29-36 Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023; 29-36 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46522/pdf_1 Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/6207 2016-04-06T06:47:38Z jsinbis:RAC

SISTEM PAKAR DIAGNOSA PENYAKIT TELINGA HIDUNG TENGGOROK (THT) DENGAN MENGGUNAKAN METODE INFERENSI BERBASIS SHORT MESSAGE SERVICE (SMS) Indriyawati, Henny Sugiharto, Aris Surarso, Bayu Public understanding about otolaryng desease (THT) is still insufficient. Most of them medically untrained so that when they experienced thesymptoms of the disease, they might not be able to understand how to overcome the symptoms. It is regrettable when the symptoms could not be handled because of insufficient knowledge. This problem has encouraged the birth of expert system concept. The purpose of the use of the expert system is to help public solve their problems by using the knowledge possessed by the expert system without visiting the experts directly. By the exixtence of this expert system, public are able to detect the presence of the otolaryng disease based on their symptoms. The testing of the system show that the system is capable to diagnose otolaring disease by entering a list of symptoms through short message service. Then the application will process the input data bu using inferensi method and forward chaining reasoning techniques to produce usefull information for the public. The research is result the accuracy level around 87,5%. Keywords : Expert system; Forward chaining; SMS. Diponegoro University 2013-04-10 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/1 10.21456/vol3iss1pp01-06 Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013; 01-06 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/1/pdf

oai:ojs.ejournal.undip.ac.id:article/62427 2026-05-16T14:08:22Z jsinbis:RAC

Design of an Interactive Quiz Management System for Early Childhood Learning Using Object-Oriented Programming in a Desktop-Based Application Subiksa, Gde Brahupadhya Peling, Ida Bagus Adisimakrisna Pasek Agus Ariawan, Made Desktop Application; OOP; Waterfall Model; Quiz Management System; Childhood Education This study focuses on developing a more engaging and interactive quiz system for early childhood education based on a desktop platform (to prevent children from using gadgets directly). It implements four elements of early childhood learning theories: the theory of knowledge, the theory of development, the theory of learning, and the theory of teaching. The research and system development consist of three main stages. The first stage, data collection, aims to gather useful information for research and system development. The second stage involves system development using the waterfall model, implementing object-oriented programming in the Java desktop-based coding process. The final stage is system testing, conducted directly by its users (kindergarten teachers) to gather user experience information based on fundamental early childhood learning theories. The results of this study indicate that the quiz system can be built using Java programming based on object-oriented programming with a desktop application platform, ensuring that young children do not directly use the devices. Instead, teachers play a role in the teaching and learning process to help children focus more on the quiz. According to early childhood teaching theories, the quiz management system (QMS) helps young children develop awareness, thinking skills, and object understanding. Additionally, QMS supports the social growth and development of children by solving problems through quizzes, as well as helping them acquire general knowledge and basic skills. Diponegoro University 2025-12-14 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://ejournal.undip.ac.id/index.php/jsinbis/article/view/62427 10.14710/vol15iss4pp%p Jurnal Sistem Informasi Bisnis; Vol 15, No 4 (2025): Volume 15 Number 4 Year 2025 (In Press) 2502-2377 2088-3587 id Copyright (c) 2026 Jurnal Sistem Informasi Bisnis

oai:ojs.ejournal.undip.ac.id:article/20460 2018-12-26T00:47:38Z jsinbis:RAC

Penentuan Prioritas Pengambilan Pesanan Barang Oleh Angkutan Kota dengan Metode Rule-Based System Rakhmawati, Nur Aini Budi, Aditya Septa Altetiko, Faizal Johan Ramadhani, Fajar Wardati, Nanda Kurnia Hindrayani, Kartika Maulida Decision Support Systems; Dispatch Systems; Goods Shipment; Rule-Based System Angkotin is a system that provides an alternative for urban transport to not only be used for passenger transportation, but also as freight service. Therefore, it needs a decision support system for taking order to delivery to the destination according to each criterion from urban transportation. The method used to develop this decision support system is a rule-based system. The result of this research is a decision support system that can help public transportation to find orders that can be taken based on four factors, such as distance, direction, route code, and status of storage capacity. Based on these four factors, the system can provide an order recommendation under the appropriate conditions through the Angkotin application. Based on our experiment, our system performs on 7 seven cases as expected.    Diponegoro University 2018-11-25 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20460 10.21456/vol8iss2pp195-202 Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018; 195-202 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20460/pdf Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)

oai:ojs.ejournal.undip.ac.id:article/58633 2024-04-18T20:20:38Z jsinbis:RAC

Perbandingan Algoritma Winnowing dan Algoritma Rabin-Karp pada Aplikasi Pendeteksi Kesamaan Dokumen Skripsi Nangi, Jumadil Asmara, Ida Bagus Gede Pala Sarita, Muh. Ihsan Jaya, Laode Muh. Golok Mokui, Hasmina Tari Tajidun, LM Plagiarism is often found in the academic world and is considered a serious violation because it involves the appropriation of ideas, opinions, or writings of others. A thesis is the final work of a student that must meet scientific standards and be tailored to the field of study. It is important to check the similarity of the thesis using a web-based sistem to prevent plagiarism and ensure academic integrity. This sistem will be developed as a web-based platform with the aim of comparing the Winnowing algorithm and the Rabin-Karp algorithm in checking the similarity of thesis/final project texts with existing thesis data. In principle, both methods involve searching for strings using hashing functions to compare the sought string (m) with the compared string (n) by comparing the results of the hashing function used. However, the Winnowing algorithm differs in that it does not use all hash values from each formed set of grams. The hash values formed in the previous stage will be divided into a window of size (w). In this research, the sistem testing uses data from Computer Engineering students at Halu Oleo University to facilitate checking the plagiarism level of theses using the Rabin-Karp and Winnowing algorithms. In this study, the Rabin-Karp and Winnowing algorithms have been implemented successfully in the plagiarism checking sistem for students' theses. The test results for the comparison of the Winnowing and Rabin-Karp algorithms in terms of processing time show that the Rabin-Karp algorithm takes 1.509 seconds, while the Winnowing algorithm takes 1.508 seconds. Subsequent testing using Normalized Mean Absolute Error (NMAE) reveals that the Rabin-Karp algorithm has an absolute error value of 0.1829, while the Winnowing algorithm has a value of 0.0194. Therefore, based on the NMAE test, the Winnowing algorithm performs better than the Rabin-Karp algorithm. Diponegoro University 2024-04-18 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://ejournal.undip.ac.id/index.php/jsinbis/article/view/58633 10.21456/vol14iss2pp131-142 Jurnal Sistem Informasi Bisnis; Vol 14, No 2 (2024): Volume 14 Nomor 2 Tahun 2024; 131-142 2502-2377 2088-3587 eng https://ejournal.undip.ac.id/index.php/jsinbis/article/view/58633/pdf_1 https://ejournal.undip.ac.id/index.php/jsinbis/article/downloadSuppFile/58633/14703 Copyright (c) 2024 JSINBIS (Jurnal Sistem Informasi Bisnis)