2024-03-29T10:51:48Z
https://ejournal.undip.ac.id/index.php/index/oai
oai:ojs.ejournal.undip.ac.id:article/7029
2016-04-18T23:19:55Z
jsinbis:RAC
nmb a2200000Iu 4500
"150423 2015 eng "
2502-2377
2088-3587
dc
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/7029
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/56814
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Penerapan Metode Service Quality (SERVQUAL) dan Simple Additive Weighting (SAW) untuk Menentukan Pengambilan Keputusan terhadap Kepuasan Pelanggan (Studi Kasus: Restoran Ayam Geprek)
Sandiwarno, Sulis
Universitas Mercu Buana https://orcid.org/0000-0003-3370-4541
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56814
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/20791
2019-07-26T04:11:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"190509 2019 eng "
2502-2377
2088-3587
dc
Implementasi Algoritma Dijkstra Untuk Analisis Rute Transportasi Umum Transjogja Berbasis Android
Sunardi, Sunardi
Universitas Ahmad Dahlan
Yudhana, Anton
Universitas Ahmad Dahlan
Kadim, Ahmad Azhar
Universitas Ahmad Dahlan
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20791
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/20791/54851
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9859
2016-01-02T06:04:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"131210 2013 eng "
2502-2377
2088-3587
dc
Penerapan Cutomer Relationship Management (CRM) Dengan Menggunakan Metode Analytic Network Process (ANP) Pada Perusahaan Ritel
Nofiyati, Nofiyati
STMIK Banjarnegara
Sediyono, Eko
Nurhayati, Oky Dwi
Universitas Indonesia
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
2016-01-02 06:03:13
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9859
Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/26132
2020-04-17T15:13:51Z
jsinbis:RAC
nmb a2200000Iu 4500
"191117 2019 eng "
2502-2377
2088-3587
dc
Analisis Aplikasi Mobile Transportasi Online Menggunakan User Experience Questionnaire pada Era Milenial dan Z
Abdillah, Leon Andretti
Universitas Bina Darma https://scholar.google.com/citations?user=BXFFHDMAAAAJ http://orcid.org/0000-0001-9733-1110
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26132
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/26132/75837
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9878
2016-02-15T20:33:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140705 2014 eng "
2502-2377
2088-3587
dc
Sistem kontrol inventori pemasokan barang Secara Real Time Menggunakan Vendor-Managed Inventory (VMI) dan Short Message Service (SMS)
Turang, Rinaldo
Universitas Katolik De La Salle Manado
Suseno, Djatmiko Endro
Fakultas Sains dan Matematika Universitas Diponegoro
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9878
Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/29639
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200628 2020 eng "
2502-2377
2088-3587
dc
Aplikasi Model DeLone and McLean untuk Mengukur Keberhasilan Sistem Informasi Penelitian dan Pengabdian Masyarakat di Universitas Brawijaya
Puspitasari, Tri
Lembaga Penelitian dan Pengabdian Kepada Masyarakat, Universitas Brawijaya
Kusumawati, Andriani
Fakultas Ilmu Administrasi, Universitas Brawijaya http://orcid.org/0000-0002-0684-8550
Sujarwoto, Sujarwoto
Fakultas Ilmu Administrasi, Universitas Brawijaya http://orcid.org/0000-0003-4197-4592
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29639
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/29639/91385
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9914
2017-08-31T00:40:54Z
jsinbis:RAC
nmb a2200000Iu 4500
"151001 2015 eng "
2502-2377
2088-3587
dc
Metode Quality Function Deployment Dan Fuzzy Topsis Untuk Sistem Pendukung Keputusan Pemilihan Perusahaan Penyedia Jasa Internet
Prasongko, Novianto Dwi
Magister Sistem Informasi Universitas Diponegoro
Gernowo, Rachmat
Fakultas Sains dan MAtematika, Universitas Diponegoro
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9914
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/52158
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230808 2023 eng "
2502-2377
2088-3587
dc
Penerapan PIECES Framework dalam Analisis Kepuasan Pengguna F-Learn UKSW saat Pandemi Covid-19
Pangentasan, Eric Bintang
Universitas Kristen Satya Wacana
Maria, Evi
Universitas Kristen Satya Wacana https://orcid.org/0000-0001-6867-9441
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52158
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/32490
2021-09-01T07:20:11Z
jsinbis:RAC
nmb a2200000Iu 4500
"210401 2021 eng "
2502-2377
2088-3587
dc
Pengamanan Pesan Menggunakan Metode MLSB PRNG dan Kompresi File dengan Algoritma RLE pada File Audio
Rivaldo, Rian
Universitas Sumatera Utara https://orcid.org/0000-0001-6017-6997
Handrizal, Handrizal
Universitas Sumatera Utara https://orcid.org/0000-0001-6017-6997
Herriyance, Herriyance
Universitas Sumatera Utara
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32490
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/11803
2017-09-19T09:49:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"161226 2016 eng "
2502-2377
2088-3587
dc
Penerapan Principal Component Analysis untuk Mereduksi Dimensi Data Penerapan Teknologi Informasi dan Komunikasi untuk Pendidikan di Sekolah
Wulandari, Diah
PUSTEKKOM, Kementerian Pendidikan dan Kebudayaan
Prahasto, Toni
Universitas Diponegoro
Gunawan, Vincencius
Universitas Diponegoro
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
2016-12-26 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11803
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6047
2016-04-06T13:14:56Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Sistem Informasi Perpustakaan Berbasis Web Application
Irawan, Yudie
Universitas Muria Kudus, Kudus
Mustafid, Mustafid
Magister Sistem Informasi, Universitas Diponegoro Semarang
Sugiharto, Aris
Magister Sistem Informasi, Universitas Diponegoro Semarang
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 14:36:16
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6047/13013
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/40444
2023-05-30T00:48:26Z
jsinbis:RAC
nmb a2200000Iu 4500
"220131 2022 eng "
2502-2377
2088-3587
dc
Evaluasi Usability Aplikasi EDMODO dengan SUS dan Thematic Analysis
Sutoyo, Mochammad Arief Hermawan
Universitas Dinamika Bangsa
Jl. Jend. Sudirman, The Hok, Kec. Jambi Sel., Kota Jambi, Jambi 36138 https://scholar.google.com/citations?user=FfD1fbIAAAAJ&hl=en http://orcid.org/0000-0001-5963-4313
Rahayu, Puji
Universitas Mercu Buana
University of Indonesia https://scholar.google.com/citations?user=Zh5bJsIAAAAJ&hl=id http://orcid.org/0000-0002-6684-9774
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
2021-11-12 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/40444
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/40444/131636
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/40444/138245
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12029
2020-04-17T23:18:55Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Penerapan Metode Economical Order Quantity Untuk Sistem Stok Barang Penggudangan dengan menggunakan teknologi Radio Frequency Identification
Istanto, Teddy
Universitas Musamus, Merauke.
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 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12029
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6115
2016-04-06T13:39:17Z
jsinbis:RAC
nmb a2200000Iu 4500
"140127 2014 eng "
2502-2377
2088-3587
dc
Rancang Bangun Data Warehouse Untuk Analisis Kinerja Penjualan Pada Industri Dengan Model Spa-Dw
Putra, Randy Oktrima
PT. Jamsostek Tbk,
Jl. MT Haryono No. 11, Sibolga
Prahasto, Toni
Program Studi Teknik Mesin, Fakultas Teknik
Universitas Diponegoro, Semarang
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
2014-02-18 08:30:38
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31
Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6115/13193
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/39874
2023-03-02T01:43:29Z
jsinbis:RAC
nmb a2200000Iu 4500
"221231 2022 eng "
2502-2377
2088-3587
dc
Kepuasan Pengguna Layanan Shopee Food Menggunakan Algoritma Naive Bayes
Chrishariyani, Cahya Dewi A. A. P.
UIN Syarif Hidayatullah Jakarta
Rahman, Yusril
UIN Syarif Hidayatullah Jakarta https://orcid.org/0000-0002-1145-9939
Aini, Qurrotul
Program Studi Sistem Informasi, Fakultas Sains dan Teknologi https://orcid.org/0000-0002-2722-4755
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
2022-12-01 22:47:59
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/39874
Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022
eng
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/17335
2018-05-31T05:44:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Sistem Pendukung Keputusan Pemilihan Siswa Berprestasi Berbasis Website dengan Metode Simple Additive Weighting
Pradana, Razqa Lathif
Universitas Negeri Semarang
Purwanti, Dwi
Universitas Negeri Semarang
Arfriandi, Arif
Universitas Negeri Semarang
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17335
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/17335/42658
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6234
2016-09-29T08:43:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140218 2014 eng "
2502-2377
2088-3587
dc
Sistem Deteksi Retinopati Diabetik Menggunakan Support Vector Machine
Setiawan, Wahyudi
Teknik Informatika, Universitas Trunojoyo
Jl. Raya Telang PO. BOX 2, Kamal, Bangkalan,Madura
Adi, Kusworo
Jurusan Fisika, Fakultas Sains dan Matematika,
Universitas Diponegoro, Semarang
Sugiharto, Aris
Jurusan Teknik Informatika, Fakultas Sains dan Matematika,
Universitas Diponegoro, Semarang
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
2016-09-29 08:43:18
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/041
Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6234/13481
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/53796
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Implementasi Metode Fuzzy AHP untuk Sistem Pendukung Keputusan Peminjaman pada Koperasi Kredit Sejahtera
Wonoseto, Muhammad Galih
UIN Sunan Kalijaga Yogyakarta
Alfiandy, Muhammad Yolan
UIN Sunan Kalijaga Yogyakarta
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53796
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/53796/0
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/53796/184417
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/19463
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181024 2018 eng "
2502-2377
2088-3587
dc
Identifikasi Penerapan ERP dan Resiko Managemen Pada RSUD Dr Samratulangi Tondano Kabupaten Minahasa Sulawesi Utara
Rumambi, Frendy Rocky
Universitas Atma Jaya Yogyakarta
Amalia, Citra
Universitas Atma Jaya Yogyakarta
Alexander, Rully
Universitas Atma Jaya Yogyakarta
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19463
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/19463/50241
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/19463/50242
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/40532
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Faktor-Faktor yang Mempengaruhi Kepuasan dan Minat Beli Ulang serta Loyalitas Pengguna Tokopedia
Kurniawan, Laura
Tjahjadi, Djajasukma
Department of Information System, Sekolah Tinggi Manajemen Informatika LIKMI
Jl. Ir. H. Juanda 96
Bandung https://sinta.ristekbrin.go.id/authors/detail?id=6027106&view=overview
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/40532
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/21010
2020-04-17T15:10:59Z
jsinbis:RAC
nmb a2200000Iu 4500
"190503 2019 eng "
2502-2377
2088-3587
dc
Analisis Forensik Database Menggunakan Metode Forensik Statis
Riadi, Imam
Universitas Ahmad Dahlan
Umar, Rusdy
Universitas Ahmad Dahlan
Bernadisman, Dora
Universitas Ahmad Dahlan
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 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21010
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9721
2016-04-06T13:54:23Z
jsinbis:RAC
nmb a2200000Iu 4500
"131204 2013 eng "
2502-2377
2088-3587
dc
Studi Empiris Mengenai Penilaian Kinerja Jurusan di Bidang Penelitian Menggunakan Data Enevelopment Analysis (DEA)
Farikhin, Farikhin
Lab Matematika Terapan, Jurusan Matematika FSM Undip
Noranita, Beta
Jurusan Teknik Informatika FSM Undip
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
2016-01-02 06:03:13
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9721
Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/24235
2020-04-17T15:12:33Z
jsinbis:RAC
nmb a2200000Iu 4500
"191104 2019 eng "
2502-2377
2088-3587
dc
Analisis Kualitas Layanan E-Government dengan Pendekatan E-GovQual Modifikasi
Septa, Frandika
Universitas Ahmad Dahlah Yogyakarta http://mti.uad.ac.id/
Yudhana, Anton
Universitas Ahmad Dahlan Yogyakarta
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24235
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/24235/68053
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/24235/74932
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9873
2016-02-15T20:33:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140716 2014 eng "
2502-2377
2088-3587
dc
Evaluasi Human Machine Interface Menggunakan Kriteria Usability Pada Sistem E-learning Perguruan Tinggi
Qashlim, Akhmad
Universitas Al Asyariah Mandar Sulawesi Barat
Prahasto, Toni
Fakultas Teknik Universitas Dipnegoro
Gernowo, Rachmat
Fakultas Sains dan Matematika Universitas Diponegoro
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9873
Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/27670
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200527 2020 eng "
2502-2377
2088-3587
dc
Manajemen Risiko Teknologi Informasi Pada Penerapan E-Recruitment Berbasis ISO 31000:2018 Dengan FMEA (Studi Kasus PT Pertamina)
Pribadi, Hanafi Indra
Gunadarma University
Ernastuti, Ernastuti
Universita Gunadarma
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27670
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/27670/88348
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9909
2017-08-31T00:23:19Z
jsinbis:RAC
nmb a2200000Iu 4500
"150713 2015 eng "
2502-2377
2088-3587
dc
Pendekatan Clustering untuk Ekstraksi Pengetahuan pada Pembangunan Sistem Manajemen Pengetahuan
Pulukadang, Dwinta Rahmallah
Magister Sistem Informasi Universitas Diponegoro
Mustafid, Mustafid
Jurusan Statistik, Fakultas Sains dan Matematika, Universitas Diponegoro
Farikhin, Farikhin
Jurusan Matematika, Fakultas Sains dan Matematika Universitas Diponegoro
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9909
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/31892
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201222 2020 eng "
2502-2377
2088-3587
dc
Penerapan Soft System Methodology dalam Ekstraksi Pengetahuan Tentang Akreditasi Universitas XYZ
Karay, Jeni
Universitas Kristen Satya Wacana
Manongga, Danny
Universitas Kristen Satya Wacana
Purnomo, Hindriyanto Dwi
Universitas Kristen Satya Wacana
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31892
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/31892/105277
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10492
2016-12-27T08:30:17Z
jsinbis:RAC
nmb a2200000Iu 4500
"160505 2016 eng "
2502-2377
2088-3587
dc
Rancang Bangun Tata Kelola Kinerja Perguruan Tinggi Menggunakan IT Balanced Scorecard
Solechan, Achmad
STMIK Provisi
Prasandy, Teguh
STMIK Provisi
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
2016-11-30 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10492
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/27085
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201230 2020 eng "
2502-2377
2088-3587
dc
Sistem Peringatan Dini Rawan Bencana Longsor Di Kota Ambon menggunakan IoT
Dasmasela, Chrisdano Ryan Chandra
Universitas Kristen Satya Wacana
Sembiring, Irwan
Universitas Kristen Satya Wacana
Purnomo, Hindriyanto Dwi
Universitas Kristen Satya Wacana
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27085
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/36644
2023-05-30T00:48:25Z
jsinbis:RAC
nmb a2200000Iu 4500
"211230 2021 eng "
2502-2377
2088-3587
dc
Evaluasi Kebergunaan (Usability) dan Rekomendasi Penggunaan Google Classroom untuk Blended Learning di Perguruan Tinggi
Priyadi, Agus
Universitas Kristen Satya Wacana
Sediyono, Eko
Fakultas Teknologi Informasi
Purnomo, Hindriyanto Dwi
Fakultas Teknologi Informasi
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
2021-11-12 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/36644
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/36644/123440
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/13474
2020-04-17T15:08:19Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Implementasi Metode Fuzzy Time Series Cheng untuk prediksi Kosentrasi Gas NO2 Di Udara
Fathoni, M Yoka
Politeknik Harapan Bersama Tegal
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 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13474
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6062
2016-04-06T13:29:37Z
jsinbis:RAC
nmb a2200000Iu 4500
"111201 2011 eng "
2502-2377
2088-3587
dc
Sistem Informasi Penyebaran Penyakit Demam Berdarah Menggunakan Metode Jaringan Syaraf Tiruan Backpropagation
Supriyadi, Didi
Sekolah Tinggi Telematika, Telkom
Purwokerto, Jawa Tengah
Adi, Kusworo
Magister Sistem Informasi Program Pascasarjana
Universitas Diponegoro, Semarang
Sarwoko, Eko Adi
Magister Sistem Informasi Program Pascasarjana
Universitas Diponegoro, Semarang
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
2014-01-21 15:28:20
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24
Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6062/13054
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/10719
2016-12-26T20:52:49Z
jsinbis:RAC
oai:ojs.ejournal.undip.ac.id:article/15271
2020-04-17T15:08:59Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Perancangan Sistem Monitoring Penyelesaian Berkas Pidana Dengan Metode Rule Based Expert Systems dan Teknologi Radio Frequency Identification
Marfuah, Marfuah
Jurusan Sistem Informasi Universitas Universal
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 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/15271
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/15271/36756
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6119
2016-04-06T13:29:52Z
jsinbis:RAC
nmb a2200000Iu 4500
"120618 2012 eng "
2502-2377
2088-3587
dc
Rancang Bangun Sistem Informasi Customer Loyalty untuk Keunggulan Kompetitif Organisasi
Mulyani, Sri
Manajemen Informatika,
Universitas Stikubank, Semarang
Mustafid, Mustafid
Magister Sistem Informasi, Program Pascasarjana
Universitas Diponegoro, Semarang
Widodo, Catur Edi
Jurusan Fisika, Fakultas Sains dan Matematika
Universitas Diponegoro, Semarang
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
2014-02-18 09:04:41
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33
Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6119/13202
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/45297
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230717 2023 eng "
2502-2377
2088-3587
dc
Implementasi Framework Laravel Dalam Pembuatan Sistem Pencatatan Notula Berbasis Website
Kadim, Ahmad Azhar
Universitas Negeri Gorontalo
Hadjaratie, Lillyan
Universitas Negeri Gorontalo
Muthia, Muthia
Universitas Negeri Gorontalo
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45297
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/18680
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181023 2018 eng "
2502-2377
2088-3587
dc
Analisis Online Impulse Buying dengan menggunakan Framework SOR
Syastra, Muhammad Taufik
Universitas Putera Batam http://orcid.org/0000-0001-5735-3905
Wangdra, Yvonne
Universitas Putera Batam
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 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18680
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/18680/47538
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/18680/47539
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6824
2016-04-06T13:48:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"131207 2013 eng "
2502-2377
2088-3587
dc
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
2016-01-02 06:03:13
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6824
Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/19504
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181031 2018 eng "
2502-2377
2088-3587
dc
Analisis Perencanaan Strategis Sistem Informasi Pada Manies Group Madiun dengan Pemodelan Ward And Peppard Untuk Meningkatkan Pelayanan Pelanggan
Anardani, Sri
Universitas PGRI Madiun
Putera, Andi Rahman
Universitas PGRI Madiun
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19504
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9685
2016-04-06T13:53:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"130708 2013 eng "
2502-2377
2088-3587
dc
Pengenalan Wajah dengan Matriks Kookurensi Aras Keabuan dan Jaringan Syaraf Tiruan Probabilistik
Adi Putraa, Toni Wijanarko
Adi, Kusworo
Jurusan Fisika, Fakultas Sains dan Matematika, Universitas Diponegoro
Isnanto, Rizal
Jurusan Teknik Elektro, Fakultas Teknik, Universitas Diponegoro
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
2016-01-01 12:50:46
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9685
Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/22873
2019-07-26T04:15:25Z
jsinbis:RAC
nmb a2200000Iu 4500
"190723 2019 eng "
2502-2377
2088-3587
dc
Rancang Bangun Pengelolaan Dan Penggunaan Dana Desa Sistem Terpadu Dengan Metode Berorientasi Objek
Rasminto, Hendri
Sekolah Tinggi Elektronika dan Komputer
Siswanto, Siswanto
Sekolah Tinggi Elektronika dan Komputer
Danang, Danang
Sekolah Tinggi Elektronika dan Komputer
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22873
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9865
2016-01-02T11:06:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"140407 2014 eng "
2502-2377
2088-3587
dc
Penerapan Metode Self-Organizing Map (SOM) Untuk Visualisasi Data Geospasial Pada Informasi Sebaran Data Pemilih Tetap (DPT)
Anis, Yunus
Universitas Stikubank Semarang
Isnanto, R.Rizal
Fakultas Teknik Universitas Diponegoro
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
2016-01-02 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9865
Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/26345
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"191231 2019 eng "
2502-2377
2088-3587
dc
Penggunaan Algoritma CART untuk Pemilihan Bingkai Kacamata dengan Penerapan Model Morfologi Indeks Wajah untuk Identifikasi Bentuk Wajah
Retno Hapsari, Angga Ayu
Universitas Diponegoro
Gernowo, Rachmat
Universitas Diponegoro
Widodo, Catur Edi
Universitas Diponegoro
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 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26345
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9890
2017-03-03T20:42:22Z
jsinbis:RAC
nmb a2200000Iu 4500
"150410 2015 eng "
2502-2377
2088-3587
dc
Penerapan Metode Hill Climbing Pada Sistem Informasi Geografis Untuk Mencari Lintasan Terpendek
Dangkua, Eka Vickraien
Universitas Negeri Gorontalo, Gorontalo
Gunawan, Vincencius
Fakultas Sains dan Matematika Universitas Diponegoro Semarang
Adi, Kusworo
Fakultas Sains dan Matematika Universitas Diponegoro Semarang
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9890
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/26156
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201106 2020 eng "
2502-2377
2088-3587
dc
Penerapan Algoritma Campbell Dudek Smith (CDS) untuk Optimasi Waktu Produksi Pada Penjadwalan Produksi
Mashuri, Chamdan
Hasyim Asy’ari University
Mujianto, Ahmad Heru
Hasyim Asy’ari University
Sucipto, Hadi
Hasyim Asy’ari University
Arsam, Rinaldo Yudianto
Hasyim Asy’ari University
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 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26156
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/26156/101266
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10510
2017-07-15T15:21:56Z
jsinbis:RAC
nmb a2200000Iu 4500
"161130 2016 eng "
2502-2377
2088-3587
dc
Support Vector Machine Untuk Klasifikasi Citra Jenis Daging Berdasarkan Tekstur Menggunakan Ekstraksi Ciri Gray Level Co-Occurrence Matrices (GLCM)
Neneng, Neneng
STMIK Teknokrat
Adi, Kusworo
Universitas Diponegoro
Isnanto, Rizal
Universitas Diponegoro
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10510
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6037
2016-04-06T13:12:07Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Rancang Bangun Portal E-Commerce Semarang-Handycraft Berorientasi Obyek
Galih, Sinta Tridian
Fakultas Ilmu Komputer, Universitas AKI, Semarang
Mustafid, Mustafid
Magister Sistem Informasi, Universitas Diponegoro, Semarang
Sugiharto, Aris
Magister Sistem Informasi, Universitas Diponegoro, Semarang
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 administrators
Keywords: E-commerce; Portals; UML; Object-oriented
Diponegoro University
2012-01-21 00:00:00
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/03
Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6037/12992
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/37496
2021-09-01T07:20:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"210802 2021 eng "
2502-2377
2088-3587
dc
Theory of Reasoned Action dan Literasi Teknologi terhadap Adaptasi Perubahan Teknologi
Setiawan, Amelia
Program Studi Akuntansi
Fakultas Ekonomi
Universitas Katolik Parahyangan https://orcid.org/0000-0002-9386-7089
Djajadikerta, Hamfri
Program Studi Akuntansi
Fakultas Ekonomi
Universitas Katolik Parahyangan
Haryanto, Haryanto
Program Studi Akuntansi
STIE Mulia Singkawang
Wirawan, Samuel
Program Studi Akuntansi
Fakultas Ekonomi
Universitas Katolik Parahyangan
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37496
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/37496/124485
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12751
2017-09-19T09:49:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"161226 2016 eng "
2502-2377
2088-3587
dc
Metode Simulated Annealing untuk Optimasi Penjadwalan Perkuliahan Perguruan Tinggi
Sari, Wiktasari
Universitas Islam Sultan Agung
Suseno, Jatmiko Endro
Universitas Islam Sultan Agung
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 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12751
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/12751/29212
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6055
2016-04-06T13:26:57Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Sistem Informasi Ekstensibilitas E-Commerce Berdasarkan Data Trafik Menggunakan Statistik Proses Kontrol
Gunawan, Andi
Jurusan Administrasi Bisnis,
Politeknik Negeri Ujung Pandang, Makassar
Mustafid, Mustafid
Magister Sistem Informasi,
Program Pascasarjana, Universitas Diponegoro, Semarang
Sugiharto, Aris
Magister Sistem Informasi,
Program Pascasarjana, Universitas Diponegoro, Semarang
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 15:28:20
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17
Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6055/13033
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/42783
2022-10-20T15:18:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"220926 2022 eng "
2502-2377
2088-3587
dc
Analisis Faktor yang Mempengaruhi Innovation Resistance dan Intention to Use Terhadap Penerapan Pembayaran Non Tunai
Softina, Rifa Alfianu
Universitas Islam Negeri Sunan Ampel Surabaya
Amin, Faris Mushlihul
Universitas Islam Negeri Sunan Ampel Surabaya
Wahyudi, Noor
Universitas Islam Negeri Sunan Ampel Surabaya
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
2022-08-30 19:45:43
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/42783
Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/42783/155672
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12746
2020-04-17T15:08:42Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Identifikasi Tantangan Adopsi E-commerce Pada Rumah Produksi Seulanga
Juwita, Juwita
Universitas Syiah Kuala http://fsd.unsyiah.ac.id/juwita
Risa, Nursanty
Universitas Syiah Kuala
Heru, Fahlevi
Universitas Syiah Kuala
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
2017-11-09 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12746
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6128
2016-04-06T13:40:59Z
jsinbis:RAC
nmb a2200000Iu 4500
"120618 2012 eng "
2502-2377
2088-3587
dc
Perancangan Sistem Layanan Informasi Pariwisata Berbasis Mobile Internet Dengan Menerapkan Konsep Mobile Interaction
Octhario, Raymond
PT. Garuda Indonesia
Jakarta - Indonesia
Syafei, Wahyul Amien Syafei Amien
Jurusan Teknik Elektro, Fakultas Teknik
Universitas Diponegoro
Chritiyono, Yuli
Jurusan Teknik Elektro, Fakultas Teknik
Universitas Diponegoro
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
2014-02-18 09:04:41
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/36
Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6128/13223
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/46785
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230610 2023 eng "
2502-2377
2088-3587
dc
Analisis Adopsi Sistem ERP dalam Mengoptimasi Industri Pangan Menggunakan SEM dan Model UTAUT2
Panduwiyasa, Haryasena
Telkom University, Jl. Telekomunikasi No.1 Bandung
Master of Industrial Engineering
Yahya, Rachdian Habi
Program Studi Informatika, Universitas Telkom, Indonesia
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46785
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/18395
2018-05-31T05:44:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Peningkatan Akurasi Prediksi Waktu Perbaikan Bug dengan Pendekatan Partisi Data
Ridwan, Mochammad Arief
Institut Teknologi Sepuluh Nopember
Rochimah, Siti
Institut Teknologi Sepuluh Nopember
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18395
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/2096
2016-04-05T21:46:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"110401 2011 eng "
2502-2377
2088-3587
dc
Sistem Informasi untuk Transaksi dan Analisis Inventori
Damayanti, Cynthia
Magister Sistem Informasi Universitas Diponegoro
Mustafid, Mustafid
Magister Sistem Informasi Universitas Diponegoro http://msi.undip.ac.id
Sarwoko, Eko Adi
Magister Sistem Informasi Universitas Diponegoro
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
2012-01-21 00:00:00
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/02
Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/58575
2024-02-19T06:18:17Z
jsinbis:RAC
nmb a2200000Iu 4500
"231031 2023 eng "
2502-2377
2088-3587
dc
Pengembangan Sistem Informasi Inspeksi Kesehatan Lingkungan Rumah Sehat Berbasis Website
Cintya, Ranindyta Elda
Magister Kesehatan Masyarakat, Universitas Diponegoro, Jl. Prof. Sudarto, SH, Tembalang, Semarang, Indonesia 50275
Prasetijo, Agung Budi
Departemen Teknik Komputer, Universitas Diponegoro
Purnami, Cahya Tri
Fakultas Kesehatan Masyarakat, Universitas Diponegoro
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
2023-10-30 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/58575
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6207
2016-04-06T13:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"130410 2013 eng "
2502-2377
2088-3587
dc
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
2016-01-01 02:00:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/1
Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/21259
2020-04-17T15:11:09Z
jsinbis:RAC
nmb a2200000Iu 4500
"190510 2019 eng "
2502-2377
2088-3587
dc
Prototype Software Monitoring Sarana dan Prasarana Perguruan Tinggi
Abdillah, Leon A
Universitas Bina Darma https://scholar.google.co.id/citations?user=BXFFHDMAAAAJ&hl=id http://orcid.org/0000-0001-9733-1110
Atika, Linda
Universitas Bina Darma
Kurniawan, Kurniawan
Universitas Bina Darma
Purwaningtias, Fitri
Universitas Bina Darma
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21259
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9860
2016-01-02T11:06:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"140405 2014 eng "
2502-2377
2088-3587
dc
Kombinasi Balanced Scorecard dan Objective Matrix Untuk Penilaian Kinerja Perguruan Tinggi
Mahmudi, A Aviv
STIE YPPI Rembang, Jawa Tengah
Surarso, Bayu
Jurusan Matematika, Fakultas Sains dan Matematika, Universitas Diponegoro
Subagio, Agus
Fakultas Sains dan Matematika, Universitas Diponegoro
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
2016-01-02 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9860
Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/26057
2020-04-17T15:13:47Z
jsinbis:RAC
nmb a2200000Iu 4500
"191128 2019 eng "
2502-2377
2088-3587
dc
Penerapan K-Nearest Neighbour dalam Penerimaan Peserta Didik dengan Sistem Zonasi
Kurniawan, Denni
Universitas Budi Luhur http://orcid.org/0000-0002-4179-0454
Saputra, Ade
Universitas Budi Luhur
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26057
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/26057/76490
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9880
2016-01-03T20:28:33Z
jsinbis:RAC
nmb a2200000Iu 4500
"141206 2014 eng "
2502-2377
2088-3587
dc
Sistem Pendukung Keputusan Pemberian Kredit Rumah Sejahtera Pada Nasabah Bank Pembangunan Daerah Kalimantan Timur dengan Metode TOPSIS
Jumadi, Agus
Universitas Mulawarman Samarinda
Arifin, Zainal
Universitas Mulawarman Samarinda
Khairina, Dyna Marisa
Universitas Mulawarman Samarinda
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9880
Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/30312
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200708 2020 eng "
2502-2377
2088-3587
dc
Faktor-Faktor yang Mempengaruhi Minat Institusi Pendidikan dalam Menerapkan Sistem Pembayaran Online
Rosdwianty, Sintya
Institut Pertanian Bogor
Najib, Mukhamad
Institut Pertanian Bogor https://orcid.org/0000-0001-9594-0473
Jahroh, Siti
Institut Pertanian Bogor
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30312
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9915
2017-08-31T00:14:33Z
jsinbis:RAC
nmb a2200000Iu 4500
"151001 2015 eng "
2502-2377
2088-3587
dc
Implementasi Metode Promethee Dan Borda Dalam Sistem Pendukung Keputusan Pemilihan Lokasi Pembukaan Cabang Baru Bank
Apriliani, Dyah
Magister SIstem Informasi
Adi, Kusworo
Fakultas Sains dan Matematika, Universitas Diponegoro
Gernowo, Rachmat
Fakultas Sains dan Matematika, Universitas Diponegoro
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9915
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6053
2016-04-06T13:26:36Z
jsinbis:RAC
nmb a2200000Iu 4500
"110703 2011 eng "
2502-2377
2088-3587
dc
Sistem Aplikasi Penyelesaian Masalah Program Linier Standar Maksimal Berbasis Web dengan Keluaran Sesuai Produk Kemasan terkecil
Sriwasito, Putut
Jurusan Matematika, Fakultas Sains dan Matematika, Universitas Diponegoro
Surarso, Bayu
Program Magister Sistem Informasi Pasca Sarjana Universitas Diponegoro
Sarwoko, Eko Adi
Program Magister Sistem Informasi Pasca Sarjana Universitas Diponegoro
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
2014-01-21 14:36:16
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6053/13030
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/30423
2021-09-01T07:20:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"210606 2021 eng "
2502-2377
2088-3587
dc
Rancangan Aplikasi Monitoring Online Untuk Meningkatkan Pemeliharaan Prediktif Pada PLTD
Paillin, Daniel Bunga
Universitas Pattimura
Widiatmoko, Yoyok
PLN Wilayah Maluku dan Maluku Utara-Ambon
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30423
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/30423/119195
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12030
2017-09-19T09:49:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"161226 2016 eng "
2502-2377
2088-3587
dc
Model Heuristic Time Invariant Fuzzy Time Series dan Regresi Untuk Prediksi Laba dan Analisis Variabel yang Mempengaruhi
Admirani, Ica
Universitas Diponegoro
Gernowo, Rachmat
Universitas Diponegoro
Suryono, Suryono
Universitas Diponegoro
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 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12030
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6048
2016-04-06T13:24:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Identifikasi Citra Untuk Mengidentifikasi Jenis Daging Sapi Menggunakan Transformasi Wavelet Haar
Kiswanto, Kiswanto
Program Studi Sistem Informasi Universitas Mercubuana Yogyakarta.
Sediyono, Eko
Program Studi Magister Sistem Informasi Universitas Kristen Satya Wacana.
Suhartono, Suhartono
Program Studi Magister Sistem Informasi Universitas Diponegoro
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 14:36:16
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6048/13016
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/34708
2023-05-30T00:48:26Z
jsinbis:RAC
nmb a2200000Iu 4500
"220131 2022 eng "
2502-2377
2088-3587
dc
Pengembangan Website Marketplace Binatang Peliharaan dengan Fitur Lelang Menggunakan Metode Rapid Application Development
Sutjiadi, Raymond
Institut Informatika Indonesia Surabaya https://orcid.org/0000-0003-2829-6547
Rahmawati, Titasari
Institut Informatika Indonesia Surabaya
Halim, Edbertinus
Institut Informatika Indonesia Surabaya
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
2021-11-12 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34708
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/34708/138247
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/14591
2020-04-17T15:08:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Perancangan Model Data Flow Diagram Untuk Mengukur Kualitas Website Menggunakan Webqual 4.0
Hapsari, Karina
Progma Studi Manajemen Bisnis Telkomunikasi dan Informatika, Fakultas Ekonomi dan Bisnis, Universitas Telkom
Priyadi, Yudi
Universitas Telkom
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
2017-05-27 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14591
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/52538
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230815 2023 eng "
2502-2377
2088-3587
dc
Penambahan Variabel Tingkat Kecerdasan dari Chatbot untuk Mempengaruhi Kepercayaan Pengguna dalam Aplikasi Telekonsultasi Kesehatan
Panjaitan, Hapizin Yonani
Universitas Trisakti https://scholar.google.com/citations?hl=id&user=o7TzcDUAAAAJ
Masnita, Yolanda
Universitas Trisakti https://orcid.org/0000-0002-5758-8146
Kurniawati, Kurniawati
Universitas Trisakti https://orcid.org/0000-0002-4339-0278
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52538
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/52538/168174
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/52538/168175
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/52538/168176
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/52538/181760
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/41830
2023-03-02T01:43:29Z
jsinbis:RAC
nmb a2200000Iu 4500
"221231 2022 eng "
2502-2377
2088-3587
dc
Perancangan Arsitektur Enterprise FMIPA UNTAN Menggunakan Kerangka Kerja TOGAF Berbasis SOA
Mutiah, Nurul
Universitas Tanjungpura https://orcid.org/0000-0002-0327-2365
Febriyanto, Ferdy
Universitas Tanjungpura
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
2022-12-01 22:47:59
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/41830
Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022
eng
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/17357
2018-05-31T05:44:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Implementasi Metode Association Rule untuk Menganalisis Data Twitter tentang Badan Penyelenggara Jaminan Sosial dengan Algoritma Frequent Pattern-Growth
Tamaela, Jemaictry
Universitas Kristen Satya Wacana
Sediyono, Eko
Universitas Kristen Satya Wacana Salatiga
Setiawan, Adi
Universitas Kristen Satya Wacana Salatiga
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17357
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6235
2016-09-29T08:43:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140218 2014 eng "
2502-2377
2088-3587
dc
Sistem Pakar Mendeteksi Kerusakan Rambut Menggunakan Basis Aturan (Rule Base Reasoning) dengan Metode Forward Chaining
Al Amin, Imam Husni
Faakultas Teknologi Informasi,
Universitas Stikubank, Semarang
Suhartono, Suhartono
Program Studi Teknik Informatika, Fakultas Sains dan Matematika
Universitas Diponegoro, Semarang
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
2016-09-29 08:43:18
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/044
Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6235/13484
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/56388
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Analisis Multi Computer System Menggunakan Framework COBIT 2019 pada Perusahaan Perkakas
Widjaja, Michelle Disa
Universitas Bunda Mulia https://www.ubm.ac.id/ https://orcid.org/0009-0005-9588-5634
Andry, Johanes Fernandes
Bunda Mulia University http://www.ubm.ac.id http://orcid.org/0000-0003-0860-8953
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56388
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/19539
2019-01-02T08:40:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181025 2018 eng "
2502-2377
2088-3587
dc
Teknologi Geolocation Berbasis Android dengan Metode K-Means untuk Pemetaan UMKM di Kabupaten Jepara
Azizah, Noor
Universitas Islam Nahdlatul Ulama Jepara
Widiastuti, Nur Aeni
Universitas Islam Nahdlatul Ulama Jepara
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19539
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/19539/50498
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/56781
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Sistem Manajemen Sekolah Sepak Bola dan Kompetisi Bolasoft Menggunakan Metode Rapid Application Development
Bratakusuma, Trias
Information systems study program, Amikom Purwokerto University
Ma'arifah, Windiya
Information systems study program, Amikom Purwokerto University
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56781
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/56781/182033
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/21029
2019-07-26T04:11:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"190507 2019 eng "
2502-2377
2088-3587
dc
Integrasi Variable-Centered Intelligent Rule System dengan Teori Dempster-Shafer pada Sistem Pakar Infeksi Saluran Pernafasan Akut
Mola, Sebastianus Adi Santoso
Universitas Nusa Cendana http://orcid.org/0000-0002-1698-0758
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21029
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9722
2016-04-06T13:41:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"131204 2013 eng "
2502-2377
2088-3587
dc
Prediksi Harga Saham Harian Menggunakan Jaringan Syaraf Tiruan (JST) Dengan Algoritma Propagasi Balik
Purwanto, Purwanto
SMKN 1 Takengon Aceh
Adi, Kusworo
Jurusan Fisika, FSM, Universitas Diponegoro, Semarang
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
2016-01-02 06:03:13
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9722
Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/24258
2020-04-17T15:12:47Z
jsinbis:RAC
nmb a2200000Iu 4500
"191104 2019 eng "
2502-2377
2088-3587
dc
Implementasi Kansei Engineering pada Aplikasi E-learning Untuk Sekolah Menengah Kejuruan
Megasyah, Yoga
Universitas Nasional Pasim
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 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24258
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/24258/74996
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9874
2016-02-15T20:33:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140704 2014 eng "
2502-2377
2088-3587
dc
Penerapan Metode AHP dan Fuzzy Topsis Untuk Sistem Pendukung Keputusan Promosi Jabatan
Muhardono, Ari
Universitas Pekalongan, Pekalongan, Jawa Tengah
Isnanto, Rizal
Fakultas Teknik Universitas Diponegoro
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9874
Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/29127
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200611 2020 eng "
2502-2377
2088-3587
dc
Pengolahan Citra untuk Identifikasi Jenis Telur Ayam Lehorn dan Omega-3 Menggunakan K-Mean Clustering dan Principal Component Analysis
Nurhayati, Oky Dwi
Diponegoro University http://siskom.undip.ac.id http://orcid.org/0000-0001-5893-0321
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29127
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9910
2017-08-31T00:29:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"150717 2015 eng "
2502-2377
2088-3587
dc
Analisis Sentimen Berbasis Ontologi di Level Kalimat untuk Mengukur Persepsi Produk
Akbar, Agus Subhan
Magister Sistem Informasi Universitas Diponegoro
Sediyono, Eko
Magister Sistem Informasi Universitas Kristen Satya Wacana
Nurhayati, Oky Dwi
Jurusan Sistem Komputer, Fakultas Teknik, Universitas Diponegoro
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9910
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/33075
2022-11-14T07:09:39Z
jsinbis:RAC
nmb a2200000Iu 4500
"201222 2020 eng "
2502-2377
2088-3587
dc
Desain dan Implementasi Deteksi WebShell Malicious Web Shell (Backdoor Trap)
Waliulu, Raditya Faisal
Politeknik Saint Paul Sorong http://sinta.ristekbrin.go.id/authors/detail?id=6693791&view=overview https://orcid.org/0000-0001-9274-6384
Jumame, Santrinita Trhessya
Politeknik Saint Paul Sorong
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33075
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10724
2018-01-10T11:15:58Z
jsinbis:RAC
nmb a2200000Iu 4500
"161130 2016 eng "
2502-2377
2088-3587
dc
Jaringan Syaraf Tiruan Perambatan Balik Untuk Pengenalan Wajah
Saubari, Nahdi
Universitas Diponegoro
Isnanto, Rizal
Universitas Diponegoro
Adi, Kusworo
Universitas Diponegoro
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10724
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/32091
2020-12-31T10:30:19Z
jsinbis:RAC
nmb a2200000Iu 4500
"201230 2020 eng "
2502-2377
2088-3587
dc
Faktor Adopsi E-Marketing dan Pengaruhnya Terhadap Kinerja Pemasaran UKM Kuliner Kota Bogor
Priyanto, Hery
IPB, Institut Pertanian Bogor
Najib, Mukhamad
Institut Pertanian Bogor http://orcid.org/0000-0001-9594-0473
Septiani, Stevia
Institut Pertanian Bogor
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32091
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/32091/105915
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/37940
2023-05-30T00:48:25Z
jsinbis:RAC
nmb a2200000Iu 4500
"211230 2021 eng "
2502-2377
2088-3587
dc
Penentuan Penerimaan Karyawan Menggunakan Metode Simple Additive Weighting dan Weight Product
Munawar, Ermin Al
Universitas Ahmad Dahlan
Sunardi, Sunardi
Universitas Ahmad Dahlan
Fadlil, Abdul
Universitas Ahmad Dahlan
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
2021-11-12 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37940
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/37940/115509
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/37940/135498
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/14587
2021-06-03T23:50:07Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Sistem Evaluasi Jaminan Mutu Menggunakan Rule Based System Untuk Monitoring Mutu Perguruan Tinggi
Hartono, Sri
Kopertis Wilayah V Semarang
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
2017-05-27 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14587
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6106
2016-04-06T13:35:39Z
jsinbis:RAC
nmb a2200000Iu 4500
"140127 2014 eng "
2502-2377
2088-3587
dc
Studi Inferensi Fuzzy Tsukamoto Untuk Penentuan Faktor Pembebanan Trafo PLN
Thamrin, Fanoeel
Magister Sistem Informasi Universitas Diponegoro
Jl. Imam Bardjo SH No 5, Semarang 50241 Indonesia
Sediyono, Eko
Sistem Informasi Universitas Kristen Satya Wacana
Jl. Diponegoro 52-60, Salatiga 50711 Indonesia
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
2014-02-18 08:30:38
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25
Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6106/13174
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/45198
2024-03-05T05:37:29Z
jsinbis:RAC
oai:ojs.ejournal.undip.ac.id:article/16001
2020-04-17T15:09:14Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Perencanaan Infrastruktur Teknologi Informasi pada Bank dengan Framework TOGAF
Ekawati, Rika Kharlina
STMIK GI MDP
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 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16001
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6120
2016-04-06T13:35:57Z
jsinbis:RAC
nmb a2200000Iu 4500
"120618 2012 eng "
2502-2377
2088-3587
dc
Aplikasi Sistem Pakar untuk Diagnosa Penyakit Hipertiroid dengan Metode Inferensi Fuzzy Mamdani
Kamsyakawuni, Ahmad
Jurusan Matematika, Fakultas MIPA, Universitas Jember
Gernowo, Rachmad
Jurusan Fisika, Fakultas Sains dan Matematika, Universitas Diponegoro
Sarwoko, Eko Adi
Jurusan Teknik Informatika, Fakultas Sains dan Matematika, Universitas Diponegoro
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
2014-02-18 09:04:41
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34
Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6120/13205
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/50242
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Strategi Peningkatan Penjualan Produk Menggunakan Market Basket Analysis
Purwati, Neni
Institut Informatika dan Bisnis Darmajaya
Karnila, Sri
Institut Informatika dan Bisnis Darmajaya
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50242
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/50242/159588
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/19733
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181023 2018 eng "
2502-2377
2088-3587
dc
Pengukuran Penerimaan Sistem Informasi EWSKIA Berdasarkan Persepsi Pengguna dengan Menggunakan Technology Acceptance Model
Widodo, Aris Puji
Universitas Diponegoro
Agushybana, Farid
Universitas Diponegoro
Jati, Sutopo Patria
Universitas Diponegoro
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 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19733
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6200
2016-04-06T13:45:11Z
jsinbis:RAC
nmb a2200000Iu 4500
"130303 2013 eng "
2502-2377
2088-3587
dc
Sistem Panel Kinerja Untuk Program Studi Sarjana Berbasis BAN PT
Utomo, Agus Prasetyo
Fakultas Teknologi Informasi, Universitas Stikubank, Semarang
Mustafid, Mustafid
Magister Sistem Informasi, Universitas Diponegoro, Semarang
Widiyanto, Ibnu
Magister Manajemen, Universitas Diponegoro, Semarang.
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
2016-01-01 02:00:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/3
Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/20093
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181104 2018 eng "
2502-2377
2088-3587
dc
Implementasi Metode K-Means berbasis Chi-Square pada Sistem Pendukung Keputusan untuk Identifikasi Disparitas Kebutuhan Guru
Nishom, M.
Politeknik Harapan Bersama Tegal http://orcid.org/0000-0003-0765-1044
Wibowo, Dega Surono
Politeknik Harapan Bersama Tegal
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20093
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6213
2016-04-06T13:50:05Z
jsinbis:RAC
nmb a2200000Iu 4500
"130706 2013 eng "
2502-2377
2088-3587
dc
Data-Based Fuzzy TOPSIS for Alternative Ranking
Utomo, Victor
Gernowo, Rahmat
Universitas Diponegoro
Sugiharto, Aris
Universitas Diponegoro
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
2016-01-01 12:50:46
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6213
Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/23263
2020-04-17T15:12:13Z
jsinbis:RAC
nmb a2200000Iu 4500
"191104 2019 eng "
2502-2377
2088-3587
dc
Pemanfaatan Social Network Analysis Untuk Menganalisis Kolaborasi Komunikasi Pada Balai Perikanan Budidaya Laut Ambon
Latupeirissa, Ariyanto
Universitas Kristen Satya Wacana
Sediyono, Eko
Universitas Kristen Satya Wacana
Iriani, Ade
Universitas Kristen Satya Wacana
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 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23263
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/23263/74735
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9866
2016-01-02T11:06:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"140415 2014 eng "
2502-2377
2088-3587
dc
Diagnosis Kerusakan Bantalan Gelinding Pada Sistem Industri Dengan Metode Self Organizing Map (SOM)
Wibowo, Dega Surono
Politeknik Harapan Bersama, Tegal, Jawa Tengah
Widodo, Achmad
Fakultas Teknik, Universitas Diponegoro
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
2016-01-02 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9866
Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/25702
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200508 2020 eng "
2502-2377
2088-3587
dc
Preferensi Konsumen Pengguna E-Commerce yang Memengaruhi Kesadaran akan Perlindungan Konsumen pada Generasi X
Widyastuti, Hardiana
Institut Pertanian Bogor
Prastitya, Tita Ajeng
Institut Pertanian Bogor
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25702
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25702/87304
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9891
2017-03-03T20:50:47Z
jsinbis:RAC
nmb a2200000Iu 4500
"150316 2015 eng "
2502-2377
2088-3587
dc
Sistem Informasi Pemetaan Pendidikan Menggunakan Algoritma Data Mining
Musa, Olha
STMIK Ichsan Gorontalo
Suhartono, Suhartono
Fakultas Sains dan Matematika, Universitas Diponegoro
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9891
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/31901
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201111 2020 eng "
2502-2377
2088-3587
dc
Evaluasi Keberhasilan Sistem Informasi Akademik dengan Pendekatan Model DeLone dan McLean
Meilani, Lala
IPB University
Suroso, Arif Imam
IPB University
Yuliati, Lilik Noor
IPB University
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/31901
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10568
2017-08-31T00:51:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"160517 2016 eng "
2502-2377
2088-3587
dc
Model Servqual Rule Base Asean University Network untuk Penilaian Kualitas Program Studi
Wijayanti, Esti
1. Stimik Duta Bangsa
2. Stie yppi rembang http://icetea-lagi.blogspot.co.id/
Farikhin, Farikhin
Universitas Diponegoro
Gernowo, Rachmat
Universitas Diponegoro
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
2016-11-30 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10568
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/10568/23977
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6036
2016-04-06T13:11:49Z
jsinbis:RAC
nmb a2200000Iu 4500
"110402 2011 eng "
2502-2377
2088-3587
dc
Perbandingan Algoritma Enkripsi GGHN(8,8) dan RC4 Untuk Video Conference
Satriyo, Satriyo
Jurusan Teknik Elektro, Politeknik Negeri Pontianak
Sediyono, Eko
Fakultas Teknologi Informasi, Univ. Kristen Satya Wacana, Salatiga
Fatchurrohim, Adian
Magister Sistem Informasi, Universitas Diponegoro, Semarang
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
2012-01-21 00:00:00
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/05
Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/32735
2021-09-01T07:20:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"210805 2021 eng "
2502-2377
2088-3587
dc
Desain Business Intelligence untuk Manajemen Rumah Sakit
Miranda, Eka
Bina Nusantara University, Jakarta, Indonesia https://orcid.org/0000-0002-9885-7082
Firmansyah, Firmansyah
Bina Nusantara University, Jakarta, Indonesia
Emerald, Davies Ezra
Bina Nusantara University, Jakarta, Indonesia
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32735
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10509
2017-09-19T09:49:39Z
jsinbis:RAC
nmb a2200000Iu 4500
"161110 2016 eng "
2502-2377
2088-3587
dc
Penentuan Prioritas Perbaikan Jalan Berbasis Metode Analytic Network Process Sebagai Komponen Menuju Kota Cerdas
Syafei, Wahyul Amien
Diponegoro University
Kusnadi, Kusnadi
STMIK CIC
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
2016-12-26 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10509
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6058
2016-04-06T13:28:23Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Data Clustering Menggunakan Metodologi CRISP-DM Untuk Pengenalan Pola Proporsi Pelaksanaan Tridharma
Budiman, Irwan
Fakultas MIPA, Universitas Lambung Mangkurat
Banjarbaru, Kalimantan Selatan
Prahasto, Toni
Magister Sistem Informasi, Program Pascasarjana
Universitas Diponegoro, Semarang, Indonesia
Christyono, Yuli
Magister Sistem Informasi, Program Pascasarjana
Universitas Diponegoro, Semarang, Indonesia
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 15:28:20
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20
Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6058/13042
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/47792
2022-10-20T15:18:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"220929 2022 eng "
2502-2377
2088-3587
dc
Vulnerability Assessment Website E-Government dengan NIST SP 800-115 dan OWASP Menggunakan Web Vulnerability Scanner
Darojat, Esti Zakia
Universitas Kristen Satya Wacana https://www.scopus.com/authid/detail.uri?authorId=36959959800
Sediyono, Eko
Universitas Kristen Satya Wacana
Sembiring, Irwan
Universitas Kristen Satya Wacana
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
2022-08-30 19:45:43
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47792
Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/47792/155932
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/14632
2020-04-17T15:08:55Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Penggunaan Media Sosial dengan Pendekatan Model AIDA bagi Usaha Kecil dan Menengah
Syastra, Muhammad Taufik
Universitas Putera Batam http://orcid.org/0000-0001-5735-3905
Adam, Steffi
Universitas Putera Batam
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 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14632
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/14632/34665
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/14632/34666
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6124
2016-04-06T13:36:46Z
jsinbis:RAC
nmb a2200000Iu 4500
"120618 2012 eng "
2502-2377
2088-3587
dc
Sistem Temu Kembali Informasi dengan Metode Vector Space Model
Amin, Fatkhul
Fakultas Teknologi Informasi, Universitas Stikubank, Semarang
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
2014-02-18 09:04:41
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37
Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6124/13213
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/52359
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230621 2023 eng "
2502-2377
2088-3587
dc
Perbandingan Performa Cluster Model Algoritma K-Means Dalam Mengelompokkan Penerima Bantuan Program Keluarga Harapan
warisa, warisa
Universitas Darwan Ali
Nurahman, Nurahman
Universitas Darwan Ali
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52359
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/52359/167514
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/16172
2018-05-31T05:53:07Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Analisis dan Pengukuran Kualitas Informasi Pada Website Menggunakan Pendekatan Six Sigma
Faisal, Bagus
Telkom University
Candiwan, Candiwan
Telkom University
Priyadi, Yudi
Telkom University
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16172
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/16172/39218
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6210
2016-04-06T13:47:59Z
jsinbis:RAC
nmb a2200000Iu 4500
"130404 2013 eng "
2502-2377
2088-3587
dc
Analisis Faktor Kredibilitas Website E-Commerce Indonesia Studi pada Online Purchasing
Cordiaz, Muhammad
Prahasto, Toni
Universitas Diponegoro
Widiyanto, Ibnu
Universitas Diponegoro
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
2016-01-01 02:00:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/7
Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/57584
2024-01-12T04:08:50Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Digital Marketing as a Tourism Village Marketing Strategy in East Java’s Horseshoe Region
Nurmadewi, Dita
Information Systems, Universitas Bakrie, Jl. H. R. Rasuna Said No.2, RT.2/RW.5, Karet, Kecamatan Setiabudi, Kuningan, Daerah Khusus Ibukota Jakarta 12940 https://orcid.org/0000-0001-8718-2393
Yuniati, Sri
International Relations, Universitas Jember, Jember, Indonesia
Firdaus, Muhammad Vallen
Information Systems, Universitas Bakrie, Jakarta, Indonesia
Rachman, Izmil Musyaffa
Information Systems, Universitas Bakrie, Jakarta, Indonesia
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57584
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6211
2016-04-06T13:48:58Z
jsinbis:RAC
nmb a2200000Iu 4500
"130402 2013 eng "
2502-2377
2088-3587
dc
Rancang Bangun Sistem Peramalan Konsumsi Daya Listrik dengan Artificial Neural Network Backpropagation
Sinta, Radini
Magister Sistem Informasi Program Pascasarjana Universitas Diponegoro
Gernowo, Rahmat
Magister Sistem Informasi Program Pascasarjana Universitas Diponegoro
Suryono, Suryono
Magister Sistem Informasi Program Pascasarjana Universitas Diponegoro
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
2016-01-01 02:00:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/8
Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/22070
2020-04-17T15:11:17Z
jsinbis:RAC
nmb a2200000Iu 4500
"190510 2019 eng "
2502-2377
2088-3587
dc
Result Based Manajemen Sistem untuk Monitoring dan Evaluasi Kegiatan Bimbingan Dasar Keislaman
Okfalisa, Okfalisa
Universitas Islam Negeri Sultan Syarif Kasim Riau http://orcid.org/0000-0003-3074-7140
Simaremare, Harris
Universitas Islam Negeri Sultan Syarif Kasim Riau http://orcid.org/0000-0003-3197-2462
Abdillah, Rahmad
Universitas Islam Negeri Sultan Syarif Kasim Riau http://orcid.org/0000-0002-0957-9480
Najwa, Nina Fadilah
Universitas Islam Negeri Sultan Syarif Kasim Riau http://orcid.org/0000-0003-3519-5453
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22070
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9861
2016-01-02T11:06:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"140417 2014 eng "
2502-2377
2088-3587
dc
Particle Swarm Optimization Untuk Sistem Informasi Penjadwalan Resource Di Perguruan Tinggi
Mansur, Mansur
aPoliteknik Negeri Bengkalis, Riau
Prahasto, Toni
Fakultas Teknik, Universitas Diponegoro Semarang
Farikhin, Farikhin
Fakultas Sains Matematika, Universitas Diponegoro Semarang
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
2016-01-02 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9861
Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/25867
2020-04-17T15:13:37Z
jsinbis:RAC
nmb a2200000Iu 4500
"191226 2019 eng "
2502-2377
2088-3587
dc
Pengembangan Sistem Informasi Pada Local E-Govervenance Untuk Peningkatan Kinerja Pelayanan Warga
Yutanto, Hariadi
STIE Perbanas Surabaya http://hariadi.yutanto.id http://orcid.org/0000-0002-3518-0721
Ilham, Romi
STIE Perbanas Surabaya
Salma, Kautsar Riza
STIE Perbanas Surabaya
Effendi, Yusuf
STIE Perbanas Surabaya
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25867
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25867/78886
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9884
2016-01-03T20:28:33Z
jsinbis:RAC
nmb a2200000Iu 4500
"141204 2014 eng "
2502-2377
2088-3587
dc
Perancangan Sistem Informasi Akuntansi Pada IQ Salon
Santoso, Kartika Imam
STMIK BINA PATRIA, Magelang
Sundari, Cisilia
STMIK BINA PATRIA, Magelang
Kusumasari, Putri
STMIK BINA PATRIA, Magelang
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9884
Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/9916
2017-08-31T00:17:24Z
jsinbis:RAC
nmb a2200000Iu 4500
"151001 2015 eng "
2502-2377
2088-3587
dc
Sistem Gesture Accelerometer dengan Metode Fast Dynamic Time Warping (FastDTW)
Chaerul Haviana, Sam Farisa
Universitas Islam Sultan Agung
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9916
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/2097
2016-04-05T21:46:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"110410 2011 eng "
2502-2377
2088-3587
dc
Penerapan Model Human Computer Interaction (HCI) Dalam Analisis Sistem Informasi
Prihati, Prihati
Mustafid, Mustafid
Magister Sistem Informasi Universitas Diponegoro http://msi.undip.ac.id
Suhartono, Suhartono
Magister Sistem Informasi Universitas Diponegoro
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
2012-01-21 00:00:00
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/01
Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/2097/4818
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/33133
2021-09-01T07:20:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"210606 2021 eng "
2502-2377
2088-3587
dc
Analisis Tingkat Kematangan Adopsi Service Oriented Architecture Menggunakan ISO/IEC 16680 (OSIMM)
Mutiah, Nurul
Universitas Tanjungpura https://orcid.org/0000-0002-0327-2365
Febriyanto, Ferdy
Universitas Tanjungpura
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33133
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/33133/115034
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12097
2017-09-19T09:49:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"161226 2016 eng "
2502-2377
2088-3587
dc
Diagnosa Kerusakan Bearing Menggunakan Principal Component Analysis (PCA) dan Naïve Bayes Classifier
Pudyastuti, Dwi
Universitas Diponegoro
Prahasto, Toni
Universitas Diponegoro
Widodo, Achmad
Universitas Diponegoro
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 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12097
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6049
2016-04-06T13:24:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Sistem Informasi Geografis Berbasis Web untuk Pemetaan Sebaran Alumni Menggunakan Metode K-Means
Handoko, Slamet Handoko
Prodi Teknik Informatika Jurusan Teknik Elektro Politeknik Negeri Semarang http://harindrawisnu.web.id
Sediono, Eko
Magister Sistem Informasi Universitas Kristen Satya Wacana Salatiga
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 14:36:16
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/34797
2023-05-30T00:48:26Z
jsinbis:RAC
nmb a2200000Iu 4500
"220131 2022 eng "
2502-2377
2088-3587
dc
Analisis Tingkat Kesiapan Pengguna Sistem Informasi Koreksi Essay Otomatis Berbasis Web Menggunakan Model Technology Readiness Index (TRI)
Adhitama, Rifki
Institut Teknologi Telkom Purwokerto http://orcid.org/0000-0003-0796-4171
Wijayanto, Aditya
Institut Teknologi Telkom Purwokerto
Kusumawardani, Dwi Mustika
Institut Teknologi Telkom Purwokerto
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
2021-11-12 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34797
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10200
2020-04-17T15:07:05Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Implementasi Rule Based Expert Systems untuk Realtime Monitoring Penyelesaian Perkara Pidana Menggunakan Teknologi Radio Frequency Identification
Fuah, Mar
Jurusan Sistem Informasi Universitas Universal
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 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10200
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/10200/29849
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6078
2016-04-06T13:30:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"120218 2012 eng "
2502-2377
2088-3587
dc
Implementasi Sistem Pakar Diagnosis Penyakit Diabetes Mellitus Menggunakan Metode Fuzzy Logic Berbasis Web
Masykur, Fauzan
Teknik Informatika, Fakultas Teknik
Universitas Muhammadiyah Ponorogo
Ponorogo, Indonesia
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
2014-02-18 08:30:38
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27
Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6078/13451
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/47041
2023-03-02T01:43:29Z
jsinbis:RAC
nmb a2200000Iu 4500
"221231 2022 eng "
2502-2377
2088-3587
dc
Sistem Informasi Manajemen Pengumpulan dan Pengangkutan Sampah Padat dengan Efisiensi Rute Menggunakan K-Means Clustering dan Travelling Salesman Problem
Hanafi, Munji
Universitas Diponegoro https://orcid.org/0000-0003-4990-6906
Warsito, Budi
Universitas Diponegoro https://orcid.org/0000-0003-1948-4511
Gernowo, Rahmat
Universitas Diponegoro https://orcid.org/0000-0002-2409-7295
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
2022-12-01 22:47:59
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47041
Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022
eng
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/18004
2018-05-31T05:44:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Sistem Pengendali Inventori Supply Chain Dengan Pendekatan Probabilitas Pada Industri Pakaian
., Mustafid
Universitas Diponegoro https://www.scopus.com/authid/detail.uri?authorId=56811697600
Sabila, Alzena Dona
PPD Polinema di Jepara
., Suryono
Fakultas Sains dan Matematika Universitas Diponegoro
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18004
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6236
2016-09-29T08:43:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140218 2014 eng "
2502-2377
2088-3587
dc
Penilaian Kinerja Pegawai Lingkungan Perguruan Tinggi dengan Metode Topsis
Setyadi, Ary
Jurusan Fisika, Fakultas Sains dan Matematika
Universitas Diponegoro, Semarang
Adi, Kusworo
Jurusan Fisika, Fakultas Sains dan Matematika
Universitas Diponegoro, Semarang
Sugiharto, Aris
Jurusan Ilmu Komputer/Informatika, Fakultas Sains dan Matematika
Universitas Diponegoro, Semarang
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
2016-09-29 08:43:18
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/045
Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6236/13487
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/46576
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Perancangan Media Informasi Sentra Wisata Kuliner Wonorejo di Kota Surabaya Berbasis Website Menggunakan Metode Model View Controller
Mukhlis, Iqbal Ramadhani
Universitas Hayam Wuruk Perbanas https://iqbal-53.github.io/personal-site/ https://orcid.org/0000-0002-9002-3825
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46576
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/18507
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181025 2018 eng "
2502-2377
2088-3587
dc
Penerapan Algoritma Semut Dalam Penentuan Distribusi Jalur Pipa Pengolahan Air Bersih
Windarto, Agus Perdana
STIKOM Tunas Bangsa Pematangsiantar https://www.scopus.com/authid/detail.uri?authorId=57197780326&eid=2-s2.0-85034733463 http://orcid.org/0000-0003-3983-1760
Sudirman, Sudirman
Universitas Bung Karno Jakarta
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18507
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/57228
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Evaluasi Kualitas Shopeepay Menggunakan ISO/IEC 25010
Rumabar, Bithia Insoraki
Universitas Kristen Satya Wacana
Maria, Evi
Universitas Kristen Satya Wacana https://orcid.org/0000-0001-6867-9441
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/57228
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/20576
2020-04-17T23:19:49Z
jsinbis:RAC
nmb a2200000Iu 4500
"190507 2019 eng "
2502-2377
2088-3587
dc
Model Blue Print Smart City Pemerintah Daerah Berbasis Four Stage Method (FSM) yang Sustainable
Anwar, Muhammad Tajuddin
STMIK BUMI GORA MATARAM NUSA TENGGARA BARAT
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20576
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9723
2016-01-02T06:04:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"131205 2013 eng "
2502-2377
2088-3587
dc
Pencarian Informasi Berbasis Ontologi Menggunakan Semantik Indexing Pada Website Jejaring sosial
Henry, Christian Lilik
STEKOM Semarang
Sediyono, Eko
UKSW Salatiga
Suhartono, Suhartono
Teknik Informatika, FSM Undip
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
2016-01-02 06:03:13
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9723
Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/25354
2020-04-17T15:13:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"191113 2019 eng "
2502-2377
2088-3587
dc
Penentuan Lokasi Tempat Pembuangan Sementara Sampah Menggunakan Metode Brown Gibson Berbasis Sistem Informasi Geografis
Sihotang, Dony Martinus
Nusa Cendana University
Tarus, Karen N.V
Widiastuti, Tiwuk
Nusa Cendana University
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25354
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25354/75563
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9875
2016-02-15T20:33:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140712 2014 eng "
2502-2377
2088-3587
dc
Pengenalan Retina Menggunakan Alihragam Gelombang Singkat dengan Pengukuran Jarak Euclidean Ternormalisasi
Wijayanti, Aris
Universitas PGRI Ronggolawe, Tuban
Suryono, Suryono
Fakultas Sains dan Matematika Universitas Diponegoro
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9875
Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/25712
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200612 2020 eng "
2502-2377
2088-3587
dc
Sistem Informasi Monitoring Skripsi Berbasis Web (Studi Kasus: Prodi Akuntansi Universitas Mercu Buana)
Kristiyanti, Dinar Ajeng
STMIK Nusa Mandiri http://dinarajengkristiyanti.wordpress.com http://orcid.org/0000-0001-7887-9842
Mulyana, Ahmad
STMIK Nusa Mandiri http://dinarajengkristiyanti.wordpress.com
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25712
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25712/89613
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9911
2017-08-31T00:32:14Z
jsinbis:RAC
nmb a2200000Iu 4500
"151023 2015 eng "
2502-2377
2088-3587
dc
Studi Implementasi Adaptive Neuro Fuzzy Inference System Untuk Menentukan Normalitas Kehamilan
Rusdiana, Lili
STMIK Palangkaraya, Kalimantan Tengah
Sediyono, Eko
Magister Sistem Informasi Universitas Kristen Satya Wacana
Surarso, Bayu
Jurusan Matematika, Fakultas Sains dan Matematika Universitas Diponegoro
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9911
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/33732
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201223 2020 eng "
2502-2377
2088-3587
dc
Evaluasi Performa Support Vector Machine Classifier Terhadap Penyakit Mental
Furqan, Mhd
Departemen Ilmu Komputer, Universitas Islam Negeri Sumatera Utara
Kurniawan, Rakhmat
Departemen Ilmu Komputer, Universitas Islam Negeri Sumatera Utara
HP, Kiki Iranda
Departemen Ilmu Komputer, Universitas Islam Negeri Sumatera Utara
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33732
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/33732/105379
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10896
2016-12-27T08:30:17Z
jsinbis:RAC
nmb a2200000Iu 4500
"161130 2016 eng "
2502-2377
2088-3587
dc
Metode Jaringan Syaraf Tiruan Untuk Prediksi Performa Mahasiswa Pada Pembelajaran Berbasis Problem Based Learning (PBL)
Badieah, Badieah
Universitas Islam Sultan Agung
Gernowo, Rachmat
Universitas Diponegoro
Surarso, Bayu
Universitas Diponegoro
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10896
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6039
2016-04-06T13:12:33Z
jsinbis:RAC
nmb a2200000Iu 4500
"110421 2011 eng "
2502-2377
2088-3587
dc
Studi Komparasi Ukuran File Hasil Deteksi Tepi Menggunakan Operator Sobel, Roberts, dan Prewitt
Syafei, Wahyul Amien
Program Magister Sistem Informasi Program Pasca Sarjana Universitas Diponegoro
Bowo, Subchan Ajie Ari
Jurusan Teknik Elektro Fakultas Teknik Universitas Diponegoro
Abstrak
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
2012-01-21 00:00:00
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/04
Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6039/12995
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/33056
2023-05-30T00:48:25Z
jsinbis:RAC
nmb a2200000Iu 4500
"220126 2022 eng "
2502-2377
2088-3587
dc
Analisa Implementasi Metode Fuzzy Time Series Jasim pada Prediksi Perkembangan COVID-19 di Indonesia
Prehanto, Dedy Rahman
Universitas Negeri Surabaya
Permadi, Ginanjar Setyo
Universitas Hasyim Asy'ari
Nurdiansari, Melvin
Universitas Hasyim Asyari
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
2021-11-12 01:45:14
application/pdf
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/33056
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/33056/97694
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/33056/97695
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/11306
2020-04-17T15:07:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Verifikasi Suara menggunakan Jaringan Syaraf Tiruan dan Ekstraksi Ciri Mel Frequency Cepstral Coefficient
Kurniawan, Andi
Universitas Sultan Fatah Demak
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 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11306
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6108
2016-04-06T13:36:28Z
jsinbis:RAC
nmb a2200000Iu 4500
"140127 2014 eng "
2502-2377
2088-3587
dc
Sistem Identifikasi Biometrika Wajah Menggunakan Metode Gabor KPCA dan Mahalanobis Distance
Kurniawan, Dwi Ely
Program Studi Ilmu Komputer,
Universitas Pendidikan Indonesia
Jl. Dr. Setiabudhi No. 229 Bandung, Jawa Barat
Adi, Kusworo
Jurusan Fisika, Fakultas Sains dan Matematika
Universitas Diponegoro, Semarang
Rohim, Adian Fatchur
Program Studi Sistem Komputer, Fakultas Teknik Universitas Diponegoro, Semarang
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
2014-02-18 08:30:38
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26
Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6108/13178
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/46535
2023-03-02T01:43:29Z
jsinbis:RAC
nmb a2200000Iu 4500
"221202 2022 eng "
2502-2377
2088-3587
dc
Adaptasi Human Machine Interface (HMI) dalam Monitoring dan Kendali Kualitas Air pada Tambak Udang
Somantri, Maman
Universitas Diponegoro
Arfan, M
Universitas Diponegoro
Siregar, Oscar Solideo
Universitas Diponegoro
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
2022-12-01 22:47:59
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46535
Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022
eng
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/17261
2018-05-31T05:44:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Penerapan Model Promosi Berbasis Web Captive Portal Hotspot dengan Manajemen Terpusat
Yutanto, Hariadi
STIE Perbanas Surabaya
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17261
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6193
2016-09-29T08:43:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"121218 2012 eng "
2502-2377
2088-3587
dc
Enterprise Architecture Planning Untuk Pengembangan Sistem Informasi Perguruan Tinggi
Khairina, Dyna Marisa
Program Studi Ilmu Komputer, FMIPA Universitas Mulawarman, Samarinda
Mustafid, Mustafid
Magister Sistem Informasi, Universitas Diponegoro, Semarang
Noranita, Beta
Magister Sistem Informasi, Universitas Diponegoro, Semarang
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
2016-09-29 08:43:18
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/042
Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/53906
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Analisis Interaksi Guru dan Peserta Didik dengan Social Network Analysis yang Menumbuhkan Minat Belajar di SMK Negeri 1 Tengaran
Sukowati, Joko Listiawan
Universitas Kristen Satya Wacana
Iriani, Ade
Universitas Kristen Satya Wacana
Sembiring, Irwan
Universitas Kristen Satya Wacana
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53906
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/19975
2018-12-28T19:53:39Z
jsinbis:RAC
nmb a2200000Iu 4500
"181023 2018 eng "
2502-2377
2088-3587
dc
Analisis Penerimaan Teknologi E-retribusi Pasar dengan Pendekatan Theory of Reasoned Action
Magdalena, Maria
Universitas Kristen Satya Wacana
Sediyono, Eko
Universitas Kristen Satya Wacana https://www.scopus.com/authid/detail.uri?authorId=36959959800
Marwata, Marwata
Universitas Kristen Satya Wacana
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 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19975
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6195
2016-04-06T13:44:50Z
jsinbis:RAC
nmb a2200000Iu 4500
"130404 2013 eng "
2502-2377
2088-3587
dc
APLIKASI DIAGNOSA GEJALA DEMAM PADA BALITA MENGGUNAKAN METODE CERTAINTY FACTOR (CF) DAN JARINGAN SYARAF TIRUAN (JST)
Maharani, Septya
Fakultas MIPA Ilmu Komputer
Universitas Mulawarman - Samarinda
Adi, Kusworo
Magister Sistem Informasi
Universitas Diponegoro - Semarang
Sugiharto, Aris
Magister Sistem Informasi
Universitas Diponegoro - Semarang
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
2016-01-01 02:00:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6195
Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/20460
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181125 2018 eng "
2502-2377
2088-3587
dc
Penentuan Prioritas Pengambilan Pesanan Barang Oleh Angkutan Kota dengan Metode Rule-Based System
Rakhmawati, Nur Aini
Institut Teknologi Sepuluh Nopember http://orcid.org/0000-0002-1321-4564
Budi, Aditya Septa
Institut Teknologi Sepuluh Nopember
Altetiko, Faizal Johan
Institut Teknologi Sepuluh Nopember
Ramadhani, Fajar
Institut Teknologi Sepuluh Nopember
Wardati, Nanda Kurnia
Institut Teknologi Sepuluh Nopember
Hindrayani, Kartika Maulida
Institut Teknologi Sepuluh Nopember
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20460
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/5923
2016-04-05T21:49:59Z
jsinbis:RAC
nmb a2200000Iu 4500
"130705 2013 eng "
2502-2377
2088-3587
dc
Sistem Pendukung Keputusan Penentuan Lokasi dan Pemetaan Secara Simultan dengan OLAP
Pradhana, Harindra W
Magister Sistem Informasi, Universitas Diponegoro http://harindrawisnu.web.id
Suryono, Suryono
Jurusan Fisika, Universitas Dipongoro
Widodo, Achmad
Teknik Mesin, Universitas Diponegoro
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
2016-01-01 12:50:46
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/5923
Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/24152
2020-04-17T15:12:24Z
jsinbis:RAC
nmb a2200000Iu 4500
"191104 2019 eng "
2502-2377
2088-3587
dc
Ekstraksi Ciri Orde Pertama dan Metode Principal Component Analysis untuk Mengidentifikasi Jenis Telur Ayam Kampung dan Ayam Arab
Nurhayati, Oky Dwi
Universitas Diponegoro http://siskom.undip.ac.id http://orcid.org/0000-0001-5893-0321
Eridani, Dania
Universitas Diponegoro
Ulinuha, Ajik
Universitas Diponegoro
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 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24152
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/24152/74804
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9867
2016-01-02T11:06:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"140407 2014 eng "
2502-2377
2088-3587
dc
Sistem Pemungutan Suara Elektronik Menggunakan Model Poll Site E-Voting
Haryati, Haryati
STMIK WIT Cirebon Jawa Barat
Adi, Kusworo
Fakultas Sains dan Matematika Universitas Diponegoro
Suryono, Suryono
Fakultas Sains dan Matematika Universitas Diponegoro
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
2016-01-02 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9867
Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/28494
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200527 2020 eng "
2502-2377
2088-3587
dc
Pemanfaatan Metode Association Rules dan Holt-Winter Multiplicative untuk Meningkatkan Peluang Penjualan Obat Pertanian
Setiawan, Dwi
Universitas Kristen Satya Wacana
Sediyono, Eko
Universitas Kristen Satya Wacana
Sembiring, Irwan
Universitas Kristen Satya Wacana
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28494
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/28494/88350
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6978
2017-03-03T20:31:18Z
jsinbis:RAC
nmb a2200000Iu 4500
"150323 2015 eng "
2502-2377
2088-3587
dc
Sistem Pendukung Keputusan Untuk Mengevaluasi Internal Program Studi
Padiku, Indhitya Rahman
Diponegoro University
Widodo, Achmad
Universitas Diponegoro
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6978
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6978/14876
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/30723
2022-11-14T07:20:05Z
jsinbis:RAC
nmb a2200000Iu 4500
"201215 2020 eng "
2502-2377
2088-3587
dc
Sistem Prediksi Curah Hujan Bulanan Menggunakan Jaringan Saraf Tiruan Backpropagation
Sunardi, Sunardi
Universitas Ahmad Dahlan
Yudhana, Anton
Universitas Ahmad Dahlan
Muflih, Ghufron Zaida
Universitas Ahmad Dahlan
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30723
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/30723/102323
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/30723/104605
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10239
2017-10-23T13:58:28Z
jsinbis:RAC
nmb a2200000Iu 4500
"160516 2016 eng "
2502-2377
2088-3587
dc
Implementasi Model CCR Data Envelopment Analysis (DEA) Pada Pengukuran Efisiensi Keuangan Daerah
Israwan, LM Fajar
Universitas Dayanu Ikhsanuddin
Surarso, Bayu
Universitas Diponegoro
Frikhin, Farikhin
Universitas Diponegoro
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
2016-11-30 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10239
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/9894
2016-04-18T23:19:56Z
jsinbis:RAC
nmb a2200000Iu 4500
"150405 2015 eng "
2502-2377
2088-3587
dc
Implementasi Fuzzy Model Tahani Untuk Perancangan Sistem Pendukung Keputusan Penerimaan Taruna Baru
Hidayat, Eko Hidayat
Akademi Pelayaran Niaga Indonesia
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9894
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/32543
2021-09-01T07:23:41Z
jsinbis:RAC
nmb a2200000Iu 4500
"210821 2021 eng "
2502-2377
2088-3587
dc
Klasifikasi Citra Histopatologi Kanker Payudara menggunakan Data Resampling Random dan Residual Network
Setiawan, Wahyudi
Universitas Trunojoyo Madura
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32543
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12376
2017-09-19T09:49:39Z
jsinbis:RAC
nmb a2200000Iu 4500
"170111 2017 eng "
2502-2377
2088-3587
dc
Evaluasi Keamanan Sistem Informasi Akademik Menggunakan ISO 17799:2000 (Studi Kasus Pada Peguruan Tinggi X)
Mokodompit, Mona Permatasari
Universitas Papua
Nurlaela, Nurlaela
Universitas Papua
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
2016-12-26 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12376
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/12376/28376
Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6059
2016-04-06T13:28:41Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
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 15:28:20
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21
Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6059/13045
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/45746
2022-10-20T15:18:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"220930 2022 eng "
2502-2377
2088-3587
dc
Analisis Pengaruh Digital Divide Terhadap User Satisfaction dan Individual Performance pada Pengguna Sistem Informasi Akademik
Setifani, Niken Ayu
Universitas Islam Negeri Sunan Ampel Surabaya,
Jl. Ahmad Yani No.117, Jemur Wonosari, Wonocolo, Surabaya, Indonesia 60237
Rolliawati, Dwi
Universitas Islam Negeri Sunan Ampel Surabaya,
Jl. Ahmad Yani No.117, Jemur Wonosari, Wonocolo, Surabaya, Indonesia 60237
Wahyudi, Noor
Universitas Islam Negeri Sunan Ampel Surabaya,
Jl. Ahmad Yani No.117, Jemur Wonosari, Wonocolo, Surabaya, Indonesia 60237
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
2022-08-30 19:45:43
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45746
Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/45746/143199
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/45746/143201
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/45746/143202
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/45746/143204
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/45746/155969
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/16081
2020-04-17T15:09:21Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Layanan Berbasis Lokasi Hotel Menggunakan Realitas Tertambah
Imansyah, Nur
SEKOLAH TINGGI TEKNOLOGI BONTANG http://orcid.org/0000-0002-4292-8451
Widiastuti, Sri Handani
SEKOLAH TINGGI TEKNOLOGI BONTANG
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 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16081
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6080
2016-04-06T13:34:58Z
jsinbis:RAC
nmb a2200000Iu 4500
"140218 2014 eng "
2502-2377
2088-3587
dc
Sistem Manajemen Pengetahuan Berbasis Standar Operasional Prosedur Untuk Meningkatkan Kinerja Pegawai
Hartini, Hartini
STMIK AUB Surakarta,
Jl. MW. Maramis No. 29 Cengklik, Nusukan, Surakarta
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 08:30:38
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29
Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/46522
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230716 2023 eng "
2502-2377
2088-3587
dc
Klasifikasi Penyakit Jantung Menggunakan Algoritma Analisis Diskriminan Linier
Rashad, Ibnu
Postgraduate School, Diponegoro University, JL. Imam Bardjo SH No.5 Semarang
Isnanto, R Rizal
Teknik Sistem Komputer, Fakultas Teknik Universitas Diponegoro
Widodo, Catur Edi
Departemen Fisika, Fakultas Sains dan Matematika Universitas Diponegoro
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46522
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/17857
2018-05-31T15:56:29Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Klasifikasi Opini Masyarakat Terhadap Jasa Ekspedisi JNE dengan Naïve Bayes
Jumeilah, Fithri Selva
STMIK Global Informatika MDP
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17857
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/17857/44710
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9562
2016-04-06T13:51:22Z
jsinbis:RAC
nmb a2200000Iu 4500
"130417 2013 eng "
2502-2377
2088-3587
dc
Rancang Bangun Sistem Business Intelligence Universitas Sebagai Pendukung Pengambilan Keputusan Akademik
Arifin, Zainal
Universitas Mulawarman
Sugiharto, Aris
Universitas Diponegoro
Sistem business intelligence universitas dimulai dengan tahapan integrasi data, analisis data, membuat laporan dan membuat
web portal dan kemudian mengitegrasikan laporan tersebut dengan web portal. Analisis data diolah dengan OLAP, KPI dan
data mining untuk mengekstrak informasi dari data yang tersimpan didalam data warehouse. Hasil proses analisis data
tersebut di representasikan dalam bentuk laporan statistik dan dashboard, kemudian digunakan sebagai pendukung
pengambilan keputusan akademik. Penelitian ini bertujuan merancang bangun sistem business intelligence universitas
sebagai pendukung pengambilan keputusan akademik pada Universitas Mulawarman berbasis web dengan OLAP. Penelitian
ini menghasilkan kerangka sistem dan web portal sistem business intelligence universitas yang diakses melalui browser
secara online. Business Intelligence dapat digunakan sebagai solusi untuk mempertimbangkan proses pengambilan keputusan
dalam pengelolaan universitas dan solusi dalam peningkatan kinerja pengelolaan akademik untuk mencapai keunggulan
akademik.
Kata kunci : Business Intelligence; Data warehouse; OLAP; KPI; Data mining
Diponegoro University
2016-01-01 02:00:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6
Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/59206
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Analisis Kesuksesan Aplikasi M-Paspor di Kota Batam dengan Menggunakan Model Delone dan Mclean
Liang, Suwarno
Department of Information System, Universitas Internasional Batam, Jl. Gajah Mada, Tiban Indah, Kec. Sekupang, Kota Batam, Kepulauan Riau 29426 https://scholar.google.com/citations?hl=en&user=R-sWpqMAAAAJ https://orcid.org/0000-0001-6516-7248
Siahaan, Mangapul
Department of Information System, Universitas Internasional Batam, Jl. Gajah Mada, Tiban Indah, Kec. Sekupang, Kota Batam, Kepulauan Riau 29426 https://scholar.google.com/citations?user=vlBAP_kAAAAJ&hl=en
Jocelyn, Jocelyn
Department of Information System, Universitas Internasional Batam, Jl. Gajah Mada, Tiban Indah, Kec. Sekupang, Kota Batam, Kepulauan Riau 29426 https://scholar.google.com/citations?hl=en&user=ngZpavAAAAAJ
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/59206
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
Copyright (c) 2023 Jurnal Sistem Informasi Bisnis
oai:ojs.ejournal.undip.ac.id:article/6203
2016-04-06T13:46:56Z
jsinbis:RAC
nmb a2200000Iu 4500
"130707 2013 eng "
2502-2377
2088-3587
dc
Penilaian Risiko Aplikasi Web Menggunakan Model DREAD
Suprihanto, Didit
Fakultas Teknik, Universitas Mulawarman, Samarinda
Prahasto, Toni
Magister Sistem Informasi, Universitas Diponegoro, Semarang
Sugiharto, Aris
Magister Sistem Informasi, Universitas Diponegoro, Semarang
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
2016-01-01 12:50:46
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6203
Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6203/13373
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/22375
2020-04-17T15:11:28Z
jsinbis:RAC
nmb a2200000Iu 4500
"190610 2019 eng "
2502-2377
2088-3587
dc
Penggunaan Analytical Hierarchy Process (AHP) Untuk Pemilihan Supplier Bahan Baku
Khairun Nisa, Addien Agustina
Departement Of Electrical Engineering, Semarang State University
Subiyanto, Subiyanto
Departement of Electrical Engineering, Semarang State University http://orcid.org/0000-0001-5890-7017
Sukamta, Sri
Departement Of Electrical Engineering, Semarang State University
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22375
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9862
2016-01-02T11:06:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"140406 2014 eng "
2502-2377
2088-3587
dc
Sistem Pakar Identifikasi Modalitas Belajar Siswa Dengan Implementasi Algoritma C4.5
Soewono, Rachmawati
Program Magister Sistem Informasi Universitas Diponegoro
Gernowo, Rachmat
Fakultas Sains dan Matematika, Universitas Diponegoro
Sasongko, Priyo Sidik
Fakultas Sains dan Matematika, Universitas Diponegoro
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
2016-01-02 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9862
Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/25874
2020-04-17T15:13:41Z
jsinbis:RAC
nmb a2200000Iu 4500
"191226 2019 eng "
2502-2377
2088-3587
dc
Sistem Evaluasi Bahan Pembelajaran Menggunakan Metode DEMATEL dan ANP
Permadi, Ginanjar Setyo
Universitas Hasyim Asy'ari
Vitadiar, Tanhella Zein
Universitas Hasyim Asy'ari
Kistofer, Terdy
Universitas Hasyim Asy'ari
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25874
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25874/0
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25874/78887
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9886
2016-01-03T20:28:33Z
jsinbis:RAC
nmb a2200000Iu 4500
"160103 2016 eng "
2502-2377
2088-3587
dc
Aplikasi Sistem Pendukung Keputusan Untuk Menentukan Harga Layanan Teknologi Informasi
Widodo, Edi
Magister Sistem Informasi Universitas Diponegoro
Mustafid, Mustafid
Magister Sistem Informasi Universitas Diponegoro
bJurusan Statistik Fakultas Sains dan Matematika Universitas Diponegoro
Widiyanto, Ibnu
Fakultas Ekonomika dan Bisnis Universitas Diponegoro
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9886
Jurnal Sistem Informasi Bisnis; Vol 4, No 3 (2014): Volume 4 Nomor 3 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/27665
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201210 2020 eng "
2502-2377
2088-3587
dc
Perencanaan Enterprise Architecture Pelayanan Informasi Meteorologi Klimatologi dan Geofisika
Krismadinata, Krismadinata
Universitas Negeri Padang
Minangsih, Maya
Badan Meteorologi Klimatologi dan Geofisika Padang Panjang, Sumatera Barat
Yahfizham, Yahfizham
Program Studi Pendidikan Matematika, Universitas Islam Negeri Sumatera Utara
Verawardina, Unung
Program Studi Pendidikan Teknologi Informasi dan Komputer, IKIP PGRI Pontianak
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/27665
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9917
2017-08-31T00:34:46Z
jsinbis:RAC
nmb a2200000Iu 4500
"151003 2015 eng "
2502-2377
2088-3587
dc
Sistem Informasi Untuk Supply Chain Berkelanjutan Berbasis Pengetahuan
Mustafid, Mustafid
Jurusan Statistik, Fakultas Sains dan Matematika Universitas Diponegoro
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9917
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6040
2016-04-06T13:13:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"110421 2011 eng "
2502-2377
2088-3587
dc
Perbandingan Kinerja Jaringan Saraf Tiruan Model Backpropagation dan General Regression Neural Network Untuk Mengidentifikasi Jenis Daging Sapi
Nugroho, Nugroho
Magister Sistem Informasi, Universitas Diponegoro, Semarang
Sediyono, Eko
Fakultas Teknologi Informasi, Universitas Kristen Satya Wacana, Salatiga
Suhartono, Suhartono
Magister Sistem Informasi, Universitas Diponegoro, Semarang
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
2012-01-21 00:00:00
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/06
Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6040/12997
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/35101
2021-09-01T07:20:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"210606 2021 eng "
2502-2377
2088-3587
dc
Perbandingan Metode Pengujian Teori TAM Pada Penerimaan Teknologi E-Money di Pontianak
Wingdes, Irawan
STMIK Pontianak
Kosasi, Sandy
STMIK Pontianak
Yuliani, I Dewa Ayu Eka
STMIK Pontianak
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/35101
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12102
2017-09-19T09:49:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"161226 2016 eng "
2502-2377
2088-3587
dc
Algoritma K-Means Clustering Untuk Pengelompokan Ayat Al Quran Pada Terjemahan Bahasa Indonesia
Robani, Miftachur
Widodo, Achmad
Universitas Diponegoro
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 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12102
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6051
2016-04-06T13:25:57Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Perencanaan Strategis Sistem Informasi Pada Institusi Pendidikan Tinggi Menggunakan Analisis Critical Success Factors
Widyaningsih, Pipin
STMIK Duta Bangsa Surakarta
Mustafid, Mustafid
Magister Sistem Informasi Universitas Diponegoro
Rochim, Adian Fatchur
Magister Sistem Informasi Universitas Diponegoro
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 14:36:16
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6051/13024
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/38417
2022-10-20T15:18:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"220506 2022 eng "
2502-2377
2088-3587
dc
Sistem Absensi Karyawan Secara Realtime Berbasis Fingerprint Menggunakan Metode Rapid Application Development
Nurtjahjani, Fullchis
Politeknik Negeri Malang
Pribadi, Joni Dwi
Politeknik Negeri Malang
Batubulan, Kadek Suarjuna
Politeknik Negeri Malang
Shoumi, Milyun Ni’ma
Politeknik Negeri Malang
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
2022-08-30 19:45:43
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/38417
Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/38417/117737
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/13462
2020-04-17T15:08:46Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Implementasi Fuzzy ELECTRE Untuk Penilaian Kerusakan Akibat Bencana Alam
Pinem, Agusta Praba Ristadi
Universitas Semarang http://orcid.org/0000-0003-3569-3823
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 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13462
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6130
2016-04-06T13:41:58Z
jsinbis:RAC
nmb a2200000Iu 4500
"120618 2012 eng "
2502-2377
2088-3587
dc
The Prediction of Bandwidth On Need Computer Network Through Artificial Neural Network Method of Backpropagation
Mekongga, Ikhthison
Departement of Computer Engineering
Sriwijaya State of Polytechnic,
Palembang, Indonesia 30139
Gernowo, Rahmat
Jurusan Fisika, Fakultas Sains dan Matematika
Universitas Diponegoro, Semarang
Sugiharto, Aris
Program Studi Teknik Informatika, Fakultas Sains dan Matematika
Universitas Diponegoro, Semarang
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
2014-02-18 09:04:41
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/40
Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6130/13228
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/44491
2023-03-02T01:43:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"230228 2023 eng "
2502-2377
2088-3587
dc
Analisis Perbandingan Metode Mobile-D Dan Prototype Pada Pembangunan Aplikasi E-Book Anak Usia Dini
Rahayu, Puji
Universitas Mercu Buana https://orcid.org/0000-0002-6684-9774
Rahmi, Nirmala
Universitas Mercu Buana
Wicaksana, Widya
Universitas Mercu Buana,
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
2022-12-01 22:47:59
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/44491
Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022
eng
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/16418
2018-05-31T05:44:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Sistem Auto Recommendation Objek Wisata Menggunakan Metode SAW
Murti, Alif Catur
Universitas Muria Kudus
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16418
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6237
2016-09-29T08:43:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"121219 2012 eng "
2502-2377
2088-3587
dc
Rancang Bangun Sistem Informasi Pelayanan Kesehatan Berbasis Customer Relationship Management Menggunakan Teknologi Short Message Service (SMS)
Sutrisno, Trismianto Asmo Sutrisno
Program Studi RMIK
Politeknik Kesehatan Bhakti Mulia Sukoharjo
Prahasto, Toni
Jurusan Teknik Mesin
Fakultas Teknik, Universitas Diponegoro Semarang
Suhartono, Suhartono
Jurusan Teknik Informatika
Fakultas Sains dan Matematika, Universitas Diponegoro Semarang
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
2016-09-29 08:43:18
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/048
Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/53127
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231026 2023 eng "
2502-2377
2088-3587
dc
Analisis Sentimen Terhadap Pengaruh Minat Belanja Berdasarkan Komentar di Marketplace Menggunakan Metode Recurrent Neural Network (RNN)
Lasatira, Gerry Santos
Universitas Kristen Satya Wacana
Hartomo, Kristoko Dwi
Universitas Kristen Satya Wacana
Sembiring, Irwan
Universitas Kristen Satya Wacana
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
2023-10-30 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53127
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/53127/170407
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/19493
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181025 2018 eng "
2502-2377
2088-3587
dc
Manajemen Masalah Teknologi Informasi Berdasarkan Kerangka Kerja ITIL V3 dan COBIT 5
Effendy, Faried
Universitas Airlangga
Hariyanti, Eva
Universitas Airlangga
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19493
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/56815
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Penerapan Machine Learning Untuk Prediksi Bencana Banjir
Sandiwarno, Sulis
Universitas Mercu Buana https://orcid.org/0000-0003-3370-4541
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/56815
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/20393
2019-07-26T04:11:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"190507 2019 eng "
2502-2377
2088-3587
dc
Implementasi Metode Dempster Shafer Pada Sistem Pakar Diagnosa Gangguan Kepribadian
Yuwono, Doddy Teguh
Universitas Ahmad Dahlan
Fadlil, Abdul
Universitas Ahmad Dahlan
Sunardi, Sunardi
Universitas Ahmad Dahlan
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20393
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9724
2016-01-02T06:04:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"131211 2013 eng "
2502-2377
2088-3587
dc
Kajian Algoritma Sequential Pattern Mining Dan Market Basket Analysis Dalam Pengenalan Pola Belanja Customer Untuk Layout Toko
Rusito, Rusito
STEKOM Semarang
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
2016-01-02 06:03:13
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9724
Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/24911
2020-04-17T15:12:54Z
jsinbis:RAC
nmb a2200000Iu 4500
"191116 2019 eng "
2502-2377
2088-3587
dc
Sistem Peramalan Kebutuhan Hidup Layak Minimum (Kapita/Bulan) Kota Bandung
Fahrudin, Rifqi
Universitas Komputer Indonesia
Sumitra, Irfan Dwiguna
Universitas Komputer Indonesia http://orcid.org/0000-0002-9316-6565
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/24911
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/24911/75693
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9876
2016-02-15T20:33:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"160103 2016 eng "
2502-2377
2088-3587
dc
Item Response Theory Model Empat Parameter Logistik Pada Computerized Adaptive Test
Fatkhudin, Aslam
Politeknik Pratama Mulia, Tegal
Surarso, Bayu
Fakultas Sains dan Matematika, Universitas Diponegoro
Subagio, Agus
Fakultas Sains dan Matematika, Universitas Diponegoro
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9876
Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/26150
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200614 2020 eng "
2502-2377
2088-3587
dc
Implementasi Augmented Reality Furniture Dengan User-Defined Target Berbasis Android
Junaidi, Akmal
Universitas Lampung http://orcid.org/0000-0003-1030-6954
Prabowo, Rizky
Universitas Lampung
Syarif, Admi
Universitas Lampung
Fazri, Yudistira
Universitas Lampung
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26150
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/26150/89993
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9912
2017-08-31T00:37:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"151001 2015 eng "
2502-2377
2088-3587
dc
Penerapan ANP-TOPSIS untuk Pengukuran Kinerja Human ResourcesProcurement Section
Kaluku, Moh Ramdhan Arif
Jurusan Teknik Informatika Universitas Negeri Gorontalo
Jie, Ferry
Business IT & Logistics Unit MRIT University, Melbourne
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9912
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/32570
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201223 2020 eng "
2502-2377
2088-3587
dc
Implementasi WPA2 Enterprise dan LDAP Dalam Membangun Sistem Informasi Kehadiran Karyawan
Prismana, IGL Putra Eka
Universitas Negeri Surabaya
Permadi, Ginanjar Setyo
Universitas Hasyim Asyari https://orcid.org/0000-0003-2443-4869
Khamdani, Wahyu
Universitas Negeri Surabaya
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32570
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/32570/105388
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/11239
2017-03-03T10:47:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"161130 2016 eng "
2502-2377
2088-3587
dc
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
Universitas Telkom
Priyadi, Yudi
Universitas Telkom
Candiwan, Candiwan
Universitas Telkom
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11239
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6043
2016-04-06T13:14:11Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
istem Informasi Pendapatan Asli Daerah Pada Dinas Pendapatan Kabupaten Sangihe
Papuas, Alfrianus
Program Studi Sistem Informasi, Politeknik Nusa Utara Tahuna Sangihe, Sulawesi Utara
Mustafid, Mustafid
program Magister Sistem Informasi, Pascasarjana Universitas Diponegoro Semarang
Sarwoko, Eko Adi
program Magister Sistem Informasi, Pascasarjana Universitas Diponegoro Semarang
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 14:36:16
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/09
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6043/13006
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/34353
2023-05-30T00:48:26Z
jsinbis:RAC
nmb a2200000Iu 4500
"220126 2022 eng "
2502-2377
2088-3587
dc
Audit Tata Kelola Teknologi Informasi Domain Monitor, Evaluate, and Asses dan Deliver, Service, Support Berdasarkan Framework COBIT 2019
Windasari, Ike Pertiwi
Universitas Diponegoro
Rochim, Adian Fatchur
Universitas Diponegoro
Alfiani, Septi Nurna
Universitas Diponegoro
Kamalia, Azizah
Universitas Diponegoro
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
2021-11-12 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/34353
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/11054
2020-04-17T15:07:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Rule Based Reasoning Untuk Monitoring Distribusi Bahan Bakar Minyak Secara Online dan Realtime menggunakan Radio Frequency Identification
Mustofa, Mokhamad Iklil
Sekolah Tinggi Elektronika dan Komputer PAT
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 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11054
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6083
2016-04-06T13:35:14Z
jsinbis:RAC
nmb a2200000Iu 4500
"140127 2014 eng "
2502-2377
2088-3587
dc
Perancangan Web Komersial dan Analisis Pengaruhnya Pada UMKM Makanan Kabupaten Boyolali Terhadap Transaksi Penjualan
Budyastomo, Avin Wimar
Mahasiswa Magister Sistem Informasi
Program Pascasarjana - Universitas Diponegoro
Jalan Imam Bardjo S.H. No. 5 Semarang - Indonesia
Sediyono, Eko
Magister Sistem Informasi
Fakultas Teknologi Informasi, Universitas Kristen Satya Wacana Salatiga
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
2014-02-18 08:30:38
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32
Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/45920
2023-03-02T01:43:29Z
jsinbis:RAC
nmb a2200000Iu 4500
"221208 2022 eng "
2502-2377
2088-3587
dc
Kombinasi Analytical Hierarchy Process, C4.5, dan Particle Swarm Optimization pada Klasifikasi Pegawai
Nugroho, Dafiz Adi
Universitas Diponegoro
Widodo, Catur Edi
Universitas Diponegoro https://orcid.org/0000-0002-0588-8833
Gernowo, Rahmat
Universitas Diponegoro https://orcid.org/0000-0002-2409-7295
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
2022-12-01 22:47:59
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45920
Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022
eng
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/18125
2020-04-17T15:09:54Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Pengukuran Keberhasilan E-Learning dengan Mengadopsi Model Delone & Mclean
., Deny
Universitas Bunda Mulia http://www.ubm.ac.id http://orcid.org/0000-0002-2737-9706
Andry, Johanes Fernandes
Universitas Bunda Mulia http://www.ubm.ac.id http://orcid.org/0000-0003-0860-8953
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18125
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6192
2016-09-29T08:43:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"121218 2012 eng "
2502-2377
2088-3587
dc
Penerapan Model Certainty Factor Untuk Mendeteksi Gejala Kanker Mulut Rahim
Mariana, Novita
Universitas Budi Luhur, Jakarta
Gernowo, Rahmat
Jurusan Fisika, Fakultas Sains & Matematika
Universitas Diponegoro, Semarang
Noranita, Beta
Jurusan Teknik Informatika, Fakultas Sains & Matematika
Universitas Diponegoro, Semarang
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
2016-09-29 08:43:18
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/047
Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/52428
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Komparasi Algoritme Random Forest dan XGBoosting dalam Klasifikasi Performa UMKM
Erkamim, Moh
Universitas Tunas Pembangunan https://orcid.org/0000-0002-4421-4989
Suswadi, Suswadi
Universitas Tunas Pembangunan Surakarta
Subarkah, Muhammad Zidni
Universitas Sebelas Maret
Widarti, Erni
Universitas Tunas Pembangunan Surakarta
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52428
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/16146
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181024 2018 eng "
2502-2377
2088-3587
dc
Pengukuran Kesadaran Keamanan Informasi Dan Privasi Pada Pengguna Smartphone Android Di Indonesia
Akraman, Robbi
Telkom University
Candiwan, Candiwan
Telkom University
Priyadi, Yudi
Telkom University
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16146
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/5582
2016-04-05T21:46:52Z
jsinbis:RAC
nmb a2200000Iu 4500
"130801 2013 eng "
2502-2377
2088-3587
dc
REPLACEMENT SPARE PART INVENTORY MONITORING USING ADAPTIVE NEURO FUZZY INFERENCE SYSTEM
Hartono, Hartono
Diponegoro University
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
2016-01-01 12:50:46
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/5
Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/50712
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Analisa Kinerja Individu Berdasarkan Kepuasan Penggunaan E-Government di Indonesia (Studi Kasus DIKUPASI Diskopukmperindag Kota Mojokerto)
Abdullah, Muhammad
Universitas Hayam Wuruk Perbanas
Hafidz, Mohammad Al
Universitas Hayam Wuruk Perbanas
Supriyanto, Heri
Universitas Hayam Wuruk Perbanas
Prasetya, Muhammad Septama
Universitas Hayam Wuruk Perbanas
Nurhadi, Mochamad
Universitas Hayam Wuruk Perbanas
Karyawan, Mochammad Anang
Universitas Hayam Wuruk Perbanas
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50712
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/50712/161326
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/21102
2020-04-17T15:11:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"190503 2019 eng "
2502-2377
2088-3587
dc
Faktor Anteseden dan Konsekuensi Green Supply Chain Management
Rakhmawati, Antin
Universitas Brawijaya Malang
Rahardjo, Kusdi
Universitas Brawijaya Malang https://scholar.google.co.id/citations?user=g8KDX64AAAAJ&hl=en&authuser=1
Kusumawati, Andriani
Universitas Brawijaya Malang https://scholar.google.co.id/citations?user=MeqBdGAAAAAJ&hl=en&authuser=1
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 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/21102
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9719
2016-04-06T13:54:03Z
jsinbis:RAC
nmb a2200000Iu 4500
"130706 2013 eng "
2502-2377
2088-3587
dc
Implementasi Adaptive Neuro Fuzzy Inference System untuk Penentuan Status Gizi Balita
Baun, Hanna Mariana
Sekolah Tinggi Manajemen Informatika dan Komputer Kupang
Nurhayati, Oky Dwi
Program Studi Sistem Komputer, Fakultas Teknik, Universitas Diponegoro Semarang
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
2016-01-01 12:50:46
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9719
Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/25442
2020-04-17T15:13:33Z
jsinbis:RAC
nmb a2200000Iu 4500
"191104 2019 eng "
2502-2377
2088-3587
dc
Deteksi Objek Terapung pada Sungai Martapura dengan Metode Haar Like Feature Menggunakan Kamera Smart Phone
Saubari, Nahdi
Universitas Muhammadiyah Banjarmasin
Ansari, Rudy
Universitas Muhammadiyah Banjarmasin
Gazali, Mukhaimy
Universitas Muhammadiyah Banjarmasin
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25442
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25442/74819
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9868
2016-02-15T20:33:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140706 2014 eng "
2502-2377
2088-3587
dc
Pendekatan Metode Pohon Keputusan Menggunakan Algoritma ID3 Untuk Sistem Informasi Pengukuran Kinerja PNS
Sidette, Julce Adiana
Eko, Eko
Universitas Kristen Satya Wacana Salatiga
Nurhayati, Oky Dwi
Universitas Diponegoro Semarang
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9868
Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/25633
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200527 2020 eng "
2502-2377
2088-3587
dc
Implementasi Metode ANP-PROMETHEE Untuk Pemilihan Supplier (Studi Kasus PT. Lamongan Marine Industry)
Wicaksono, Mahad
Universitas Diponegoro
Surarso, Bayu
Universitas Diponegoro
Farikhin, Farikhin
Universitas Diponegoro
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25633
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25633/88355
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9892
2016-04-18T23:19:56Z
jsinbis:RAC
nmb a2200000Iu 4500
"150423 2015 eng "
2502-2377
2088-3587
dc
Pengembangan Sistem Informasi Untuk Menentukan Prioritas Pemberian Kredit dengan Metode Promethee
Sujarwo, Sujarwo
Magister Sistem Informasi Program Pasca Sarjana Universitas Diponegoro
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9892
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/29242
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201218 2020 eng "
2502-2377
2088-3587
dc
Analisa Tingkat Usability Berdasarkan Human Computer Interaction Untuk Sistem Pemesanan Tiket Online Kereta Api
Christanto, Henoch Juli
Universitas Kristen Satya Wacana
Sediyono, Eko
Universitas Kristen Satya Wacana
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29242
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/11143
2017-08-31T00:54:59Z
jsinbis:RAC
nmb a2200000Iu 4500
"160515 2016 eng "
2502-2377
2088-3587
dc
Metode Forward Chaining Untuk Penentuan Kelayakan Bisnis Usaha Mikro
Kurniadi, Dedy
Universitas Islam Sultan Agung
Prahasto, Toni
Universitas Diponegoro
Widiyanto, Ibnu
Universtas Diponegoro
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
2016-11-30 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11143
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/49978
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230814 2023 eng "
2502-2377
2088-3587
dc
Analisis Kesuksesan Sistem Informasi Manajemen Daerah (SIMDA) dengan Metode Delone dan Mclean Success Model dan Technology Acceptance Model (TAM)
Vatresia, Arie
Informatics
Universitas Bengkulu
Jalan W.R. Supratman, Bengkulu 38371 http://vatresia.staff.unib.ac.id/ https://orcid.org/0000-0001-8662-1040
Pasaribu, Tini
Information System
Universitas Bengkulu
Jalan W.R. Supratman, Bengkulu 38371
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/49978
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/49978/158506
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/39335
2023-05-30T00:48:25Z
jsinbis:RAC
nmb a2200000Iu 4500
"211112 2021 eng "
2502-2377
2088-3587
dc
Evaluasi Tingkat Penerimaan Sistem Manajemen Aset Menggunakan Metode HOT-FIT
Amiruddien, Muhammad
Diponegoro's University
Widodo, Aris Puji
Fakultas Sains dan Matematika Universitas Diponegoro
Isnanto, R Rizal
Universitas Diponegoro
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 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/39335
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/39335/131274
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/11889
2020-04-17T15:07:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Sistem Optimasi Inventory Berbasis Layanan Web Di PT Pelita Biru
Bakti, Cristeddy Asa
Magister Sistem Informasi, Universitas Diponegoro
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 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11889
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6060
2016-04-06T13:29:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Sistem Pendukung Keputusan Untuk Pengadaan Fasilitas Hotel Menggunakan Metode TOPSIS
Hendartie, Susi
STMIK Palangka Raya
Palangka Raya Kalimantan Tengah
Surarso, Bayu
Magister Sistem Informasi, Program Pascasarjana
Universitas Diponegoro, Semarang, Indonesia
Noranita, Beta
Magister Sistem Informasi, Program Pascasarjana
Universitas Diponegoro, Semarang, Indonesia
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 15:28:20
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22
Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6060/13048
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/45194
2022-10-20T15:18:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"220930 2022 eng "
2502-2377
2088-3587
dc
Penerapan Logika ANFIS Sistem Penilaian Kinerja Dosen Pada Tri Dharma dan Perilaku Kerja
Kiswanto, Kiswanto
Institut Sains dan Bisnis Atma Luhur Pangkalpinang
Benny, Benny Wijaya
Institut Sains dan Bisnis Atma Luhur Pangkalpinang
Yuri, Yurindra
Institut Sains dan Bisnis Atma Luhur Pangkalpinang
Mar, Marini
Institut Sains dan Bisnis Atma Luhur Pangkalpinang
Sarwindah, Sarwindah
Institut Sains dan Bisnis Atma Luhur Pangkalpinang
Supardi, Supardi
Institut Sains dan Bisnis Atma Luhur Pangkalpinang
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
2022-08-30 19:45:43
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45194
Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/45194/156092
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/16000
2020-04-17T15:09:07Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Penerapan Analisis Jalur Kepuasan Pengguna Terhadap Intensitas Pengguna SIMRS
Puspitasari, Trismayanti Dwi
Politeknik Negeri Jember
HP, Dony Setiawan
Politeknik Negeri Jember
Roziqin, Mochammad Choirur
Politeknik Negeri Jember
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
2017-11-09 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16000
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6079
2016-04-06T13:34:42Z
jsinbis:RAC
nmb a2200000Iu 4500
"140218 2014 eng "
2502-2377
2088-3587
dc
Sistim Tampilan Jadwal Pesawat Udara Dengan Mode Dual Display Di Bandara Ahmad Yani Semarang
Suseno, Hari
PT Angkasa Pura I, Jl. Jend. A. Yani Semarang
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 08:30:38
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28
Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/47066
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230717 2023 eng "
2502-2377
2088-3587
dc
Implementasi Algoritma Fuzzy C-Means dalam Mengelompokkan Produktivitas Nauplius Vanammei di BBPBAP Jepara
Widiastuti, Nur Aeni
Universitas Islam Nahdlatul Ulama Jepara
Kusumodestoni, Raden Hadapiningradja
Universitas Islam Nahdlatul Ulama Jepara
Wahono, Buang Budi
Universitas Islam Nahdlatul Ulama Jepara
Chumaisaroh, Diah Ayu
Universitas Islam Nahdlatul Ulama Jepara
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/47066
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/17488
2018-05-31T05:49:26Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Penjadwalan Tenaga Kebidanan Menggunakan Algoritma Memetika
Dodu, A. Y. Erwin
Universitas Tadulako
Nugraha, Deny Wiria
Universitas Tadulako
Putra, Subkhan Dinda
Universitas Tadulako
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17488
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9558
2016-04-06T13:52:53Z
jsinbis:RAC
nmb a2200000Iu 4500
"130416 2013 eng "
2502-2377
2088-3587
dc
Studi Pengamanan Login Pada Sistem Informasi Akademik Menggunakan Otentifikasi One Time Password Berbasisis SMS dengan Hash MD5
Imam Santoso, Kartika
STMIK Bina Patria
Sediyono, Eko
UKSW
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, dan
waktu akses. Hasil dari fungsi hash tersebut menghasilkan 32 digit bilangan hexadesimal, kemudian mengganti dengan
angka bila ditemukan huruf di dalamnya. Selanjutnya diambil enam digit dari bilangan tersebut. Enam angka tersebut yang
dikirimkan sebagai OTP dengan layanan aplikasi Gammu berupa SMS dan juga disimpan dalam tabel. OTP yang dikirimkan
kepada pengguna akan dicocokkan dengan yang tersimpan dalam tabel untuk mengecek validitasnya. Apabila cocok antara
OTP 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 dengan
memasukkan 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 dengan
uji coba yang telah dilakukan dengan beberapa layanan operator selular di Indonesia
Kata kunci : Sistem Informasi Akademik; Login, Hash MD5; One Time Password; SMS; Gammu
Diponegoro University
2016-01-01 02:00:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/2
Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6212
2016-04-06T13:49:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"130715 2013 eng "
2502-2377
2088-3587
dc
RANCANGAN SISTEM INFORMASI DENGAN BALANCED SCORECARD UNTUK PENILAIAN KINERJA KOPERASI
Supriyati, Supriyati
Politeknik Negeri Semarang
Mustafid, Mustafid
Program Magister Sistem Informasi Universitas Diponegoro Semarang
Noranita, Beta
Program Magister Sistem Informasi Universitas Diponegoro Semarang
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
2016-01-01 12:50:46
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6212
Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/22896
2020-04-17T15:11:54Z
jsinbis:RAC
nmb a2200000Iu 4500
"190704 2019 eng "
2502-2377
2088-3587
dc
Pengembangan Model Keberlanjutan e-filing di Palembang Menggunakan Partial Least Square Structural Equation Models (PLS-SEM)
Saluza, Imelda
Indo Global Mandiri University
Sartika, Dewi
Indo Global Mandiri University
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22896
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9863
2016-01-02T11:06:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"140407 2014 eng "
2502-2377
2088-3587
dc
Aplikasi Penentuan Tarif Listrik Menggunakan Metode Fuzzy Sugeno
Santosa, Hari
Politeknik Negeri Semarang
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
2016-01-02 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9863
Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/26145
2020-04-17T15:14:01Z
jsinbis:RAC
nmb a2200000Iu 4500
"191227 2019 eng "
2502-2377
2088-3587
dc
Analisis Perancangan Sistem Penerimaan Siswa Baru Menggunakan Framework Zachman
Aji, Ranggi Praharaningtyas
Universitas Amikom Purwokerto
Hidayah, Debby Ummul
Universitas Amikom Purwokerto
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26145
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/26145/78941
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9888
2017-03-03T20:10:00Z
jsinbis:RAC
nmb a2200000Iu 4500
"150412 2015 eng "
2502-2377
2088-3587
dc
Sistem Informasi Pengukuran Kinerja Pada Perkebunan Kelapa Sawit Dengan Menggunakan Metode Balanced Scorecard
Rosmiati, Rosmiati
Mahasiswa Magister Sistem Informasi, Universitas Diponegoro
Mustafid, Mustafid
Fakultas Sains dan Matematika, Universitas Diponegoro
Widiyanto, Ibnu
Fakultas Ekonomika dan Bisnis, Universitas Diponegoro
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9888
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/28411
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200807 2020 eng "
2502-2377
2088-3587
dc
Ekstraksi Informasi Semantik dan Spatiotemporal pada Artikel Online Terkait Bencana di Indonesia
Tantri, Ashr Hafiizh
Institut Teknologi Sepuluh Nopember http://orcid.org/0000-0002-1320-4980
Rakhmawati, Nur Aini
Institut Teknologi Sepuluh Nopember http://orcid.org/0000-0002-1321-4564
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28411
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10146
2017-08-31T00:20:00Z
jsinbis:RAC
nmb a2200000Iu 4500
"160215 2016 eng "
2502-2377
2088-3587
dc
Sistem Informasi Kinerja Layanan Laboratorium Medis dengan Metode Six Sigma
Dewi, Anindita Kusumastuti
Universitas Diponegoro
Widiyanto, Ibnu
Universitas Diponegoro
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10146
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6041
2016-04-06T13:13:51Z
jsinbis:RAC
nmb a2200000Iu 4500
"110421 2011 eng "
2502-2377
2088-3587
dc
Penerapan Sistem Informasi Geografis dan AHP Untuk Klasifikasi Masyarakat
Supriyono, Supriyono
Program Studi Sistem Informasi, Fakultas Teknik, Universitas Muria Kudus, Kudus
Mustafid, Mustafid
Magister Sistem Informasi, Universitas Diponegoro, Semarang
Sugiharto, Aris
Magister Sistem Informasi, Universitas Diponegoro, Semarang
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 district
Keywords: Geographic information systems; AHP; Economic; Classification society.
Diponegoro University
2012-01-21 00:00:00
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/07
Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6041/13000
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6041/0
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/37305
2021-09-01T07:20:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"210606 2021 eng "
2502-2377
2088-3587
dc
Optimalisasi Parameter dengan Cross Validation dan Neural Back-propagation Pada Model Prediksi Pertumbuhan Industri Mikro dan Kecil
Windarto, Agus Perdana
STIKOM Tunas Bangsa, Pematangsiantar, Sumatera Utara https://www.scopus.com/authid/detail.uri?authorId=57197780326&eid=2-s2.0-85034733463 http://orcid.org/0000-0003-3983-1760
Defit, Sarjon
Universitas Putra Indonesia YPTK, Padang, Indonesia
Wanto, Anjar
STIKOM Tunas Bangsa, Pematangsiantar, Sumatera Utara
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37305
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/37305/112989
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/37305/119219
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12153
2017-09-19T09:49:39Z
jsinbis:RAC
nmb a2200000Iu 4500
"161226 2016 eng "
2502-2377
2088-3587
dc
Evaluasi Kinerja Organisasi Publik Dengan Menggunakan Pendekatan Balanced Scorecard dan Analytic Network Process
Tunggul, Adi Mora
Diponegoro University
Isnanto, Rizal
Diponegoro University
Nurhayati, Oky Dwi
Diponegoro University
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 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12153
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6052
2016-04-06T13:26:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Web Usage Mining, Pattern Discovery dan Log File
Suratno, Tri
Jurusan Pertanian, Universitas Jambi, Jambi
Prahasto, Toni
Magister Sistem Informasi Program Pascasarjana, Universitas Diponegoro, Semarang
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 14:36:16
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/15
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6052/13027
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/43058
2022-10-20T15:18:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"220801 2022 eng "
2502-2377
2088-3587
dc
Studi Evaluasi Sistem Informasi Geografi Kasus Stunting Menggunakan COBIT 5 Framework
Wiryawan, I Gede
Politeknik Negeri Jember https://orcid.org/0000-0002-8528-5011
Hendyca Putra, Dony Setiawan
Politeknik Negeri Jember
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
2022-08-30 19:45:43
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/43058
Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/43058/146164
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/16114
2020-04-17T15:09:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Manajemen Kualitas Data dan Informasi Berbantuan Sistem Informasi untuk Meningkatkan Kinerja Operasional Pabrik Pengolahan Kelapa Wawit
Karami, Ahmad Fahmi
Universitas Islam Indonesia
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 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16114
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6127
2016-04-06T13:39:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"120618 2012 eng "
2502-2377
2088-3587
dc
Penggunaan Jaringan Syaraf Tiruan Backpropagation Untuk Seleksi Penerimaan Mahasiswa Baru Pada Jurusan Teknik Komputer Di Politeknik Negeri Sriwijaya
Agustin, Maria
Program Studi Sistem Informasi,
Politeknik Negeri Sriwijaya, Palembang
Prahasto, Toni
Jurusan Teknik Mesin, Fakultas Teknik
Universitas Diponegoro, Semarang
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
2014-02-18 09:04:41
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/39
Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6127/13220
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/48785
2023-06-21T11:32:21Z
jsinbis:RAC
nmb a2200000Iu 4500
"230302 2023 eng "
2502-2377
2088-3587
dc
Perbandingan Algoritma K-Means dan K-Medoids Untuk Pemetaan Daerah Penanganan Diare Pada Balita di Kabupaten Kuningan
Syamfithriani, Tri Septiar
Information Systems, Faculty of Computer Science, Universitas Kuningan, Jalan Tjut Nyak Dhien, Cijiho Kuningan, Jawa Barat, Indonesia https://orcid.org/0000-0002-3305-1774
Mirantika, Nita
Information Systems, Faculty of Computer Science, Universitas Kuningan, Jalan Tjut Nyak Dhien, Cijiho Kuningan, Jawa Barat, Indonesia https://orcid.org/0000-0001-9164-0510
Trisudarmo, Ragel
Information Systems, Faculty of Computer Science, Universitas Kuningan, Jalan Tjut Nyak Dhien, Cijiho Kuningan, Jawa Barat, Indonesia https://orcid.org/0000-0002-5552-1773
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
2022-12-01 22:47:59
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/48785
Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022
eng
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/11436
2018-05-31T05:44:34Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Deteksi dan Penggolongan Kendaraan dengan Kalman Filter dan Model Gaussian di Jalan Tol
Waliulu, Raditya Faisal
Universitas Muhammadiyah Sorong
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 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11436
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018
oai:ojs.ejournal.undip.ac.id:article/20993
2019-07-26T04:11:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"190509 2019 eng "
2502-2377
2088-3587
dc
Penerapan Algoritma C4.5 Untuk Memprediksi Keuntungan Pada PT SMOE Indonesia
Tukino, Tukino
Universitas Putera Batam http://orcid.org/0000-0003-3330-226X
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20993
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/55749
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Prediksi Penjualan Bisnis Rumah Properti Dengan Menggunakan Metode Autoregressive Integrated Moving Average (ARIMA)
Pangaribuan, Jefri Junifer
Program Studi Sistem Informasi, Fakultas Ilmu Komputer, Universitas Pelita Harapan, Medan, Indonesia 20112 https://scholar.google.co.id/citations?user=h7iSvjMAAAAJ&hl https://orcid.org/0000-0001-5508-0763
Fanny, Fanny
Program Studi Sistem Informasi, Fakultas Ilmu Komputer, Universitas Pelita Harapan, Medan, Indonesia 20112
Barus, Okky Putra
Program Studi Sistem Informasi, Fakultas Ilmu Komputer, Universitas Pelita Harapan, Medan, Indonesia 20112 https://scholar.google.co.id/citations?user=2n8vZ4kAAAAJ&hl https://orcid.org/0000-0002-4217-0177
Romindo, Romindo
Program Studi Sistem Informasi, Fakultas Ilmu Komputer, Universitas Pelita Harapan, Medan, Indonesia 20112 https://scholar.google.co.id/citations?user=7vZjtBsAAAAJ&hl https://orcid.org/0000-0002-8396-8767
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/55749
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/20222
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181030 2018 eng "
2502-2377
2088-3587
dc
Metode Moment Invariant Geometrik untuk Menganalisis Jenis Daging Babi dan Daging Sapi
Nurhayati, Oky Dwi
Universitas Diponegoro http://siskom.undip.ac.id http://orcid.org/0000-0001-5893-0321
hastuti, Isti Pudji
Universitas Diponegoro
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20222
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/55298
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Analisis Sistem E-Dimas Universitas Jambi Dengan Pendekatan HOT-FIT Model
Yuhana, Yuhana
Universitas Jambi
Setiawan, Dedy
Universitas Jambi
Utomo, Pradita Eko Prasetyo
Universitas Jambi
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
2023-12-31 00:00:00
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
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/55298/177379
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/22685
2019-07-26T04:11:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"190507 2019 eng "
2502-2377
2088-3587
dc
Evaluasi Implementasi Radiology Information System Picture Archiving and Communication System (RISPACS) dengan Pendekatan Model HOT-FIT
Suandari, Putu Vierda Lya
Institut Ilmu Kesehatan Medika Persada Bali
Adi, Kusworo
Universitas Diponegoro
Suryawati, Chriswardani
Universitas Diponegoro
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/22685
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/22685/62117
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9743
2016-01-02T06:04:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"131206 2013 eng "
2502-2377
2088-3587
dc
Metode Automatic Clustering dan Fuzzy Logical Relationships untuk Prakiraan
Sugiarto, Singgih
STMIK TEKNOKRAT BANDAR LAMPUNG
Gernowo, Rachmad
Fakultas Sains dan Matematika Universitas Diponegoro
Gunawan, Vincensius
Fakultas Sains dan Matematika Universitas Diponegoro
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
2016-01-02 06:03:13
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9743
Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/23676
2020-04-17T15:12:19Z
jsinbis:RAC
nmb a2200000Iu 4500
"191114 2019 eng "
2502-2377
2088-3587
dc
Klasifikasi Citra Alat Musik Tradisional dengan Metode k-Nearest Neighbor, Random Forest, dan Support Vector Machine
Sujaini, Herry
Program Studi Informatika, Universitas Tanjungpura
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23676
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/23676/66047
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/23676/75562
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9877
2016-02-15T20:33:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140704 2014 eng "
2502-2377
2088-3587
dc
Fuzzy Quantitive Strategic Planning Matrix dalam Perencanaan Strategi Perguruan Tinggi
Wulandari, Fera Tri
Universitas Widya Dharma Klaten
Widiyanto, Ibnu
Fakultas Ekonomika dan Bisnis, Universitas Diponegoro
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9877
Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/28815
2022-11-14T07:25:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"200622 2020 eng "
2502-2377
2088-3587
dc
Analisis Faktor E-Learning Readiness dengan Menggunakan Principal Component Analysis
Al Waaidhoh, Nuzhah
Universitas Kristen Satya Wacana
Sediyono, Eko
Universitas Kristen Satya Wacana https://www.scopus.com/authid/detail.uri?authorId=36959959800
Hartomo, Kristoko Dwi
Universitas Kristen Satya Wacana
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/28815
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/28815/91449
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9913
2017-08-31T00:06:59Z
jsinbis:RAC
nmb a2200000Iu 4500
"151001 2015 eng "
2502-2377
2088-3587
dc
Implementasi Metode AHP Dan Promethee Untuk Pemilihan Supplier
Chamid, Ahmad Abdul
Universitas Muria Kudus
Surarso, Bayu
Fakultas Sains dan Matematika, Universitas Diponegoro Semarang
Farikhin, Farikhin
Fakultas Sains dan Matematika, Universitas Diponegoro Semarang
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
2016-01-04 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9913
Jurnal Sistem Informasi Bisnis; Vol 5, No 2 (2015): Volume 5 Nomor 2 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6056
2016-04-06T13:27:15Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Rancang Bangun Computer Assisted Instruction (CAI) Sebagai Media Pembelajaran Dalam Mata Pelajaran Fisika Sekolah Menengah Atas
Harjanto, Arif
Fakultas Teknik,
Universitas Mulawarman, Samarinda
Prahasto, Toni
Magister Sistem Informasi, Program Pascasarjana
Universitas Diponegoro, Semarang
Suhartono, Suhartono
Magister Sistem Informasi, Program Pascasarjana
Universitas Diponegoro, Semarang
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 15:28:20
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6056
Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6056/13036
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/32563
2022-11-14T08:25:24Z
jsinbis:RAC
nmb a2200000Iu 4500
"201224 2020 eng "
2502-2377
2088-3587
dc
Pemilihan Smartphone Berdasarkan Rekomendasi Profile User: Integrasi Fuzzy Analytical Hierarchy Process dan Rule Based
Okfalisa, Okfalisa
Senior Lecturer in Informatics Department Faculty Science and Technology Universitas Islam Negeri Sultan Syarif Kasim Riau Indonesia https://orcid.org/0000-0003-3074-7140
Iswavigra, Dwi Utari
Informatics Department Faculty Science and Technology Universitas Islam Negeri Sultan Syarif Kasim Riau Indonesia
Rusnedy, Hidayati
Informatics Department Faculty Science and Technology Universitas Islam Negeri Sultan Syarif Kasim Riau Indonesia
Saktioto, Toto
Physics Department, Universitas Riau https://orcid.org/0000-0001-9200-8998
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32563
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/32563/105457
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12142
2016-09-29T08:48:17Z
jsinbis:RAC
nmb a2200000Iu 4500
"120404 2012 eng "
2502-2377
2088-3587
dc
RANCANG BANGUN APLIKASI SISTEM PREDIKSI KEBUTUHAN BANDWIDTH PADA HARI LIBUR DENGAN METODE FUZZY TIME SERIES
S.Kom, M.Kom, Aryanti
State of Polytechnic Sriwijaya
Mekongga, Ikhtison
M.Si, Dr. Suryono
Diponegoro University
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
2016-09-29 08:43:18
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/043
Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/6044
2016-04-06T13:14:29Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Determinasi Faktor-Faktor Keamanan E-Banking Terhadap Kepercayaan dengan Pendekatan Technology Acceptance Model
Qamaruzzaman, M. Haris
Manajemen Informatika, STMIK Palangkaraya
Palangkaraya, Kalimantan Tengah
Surarso, Bayu
Magister Sistem Informasi, Universitas Diponegoro
Semarang, Jawa Tengah
Suhartono, Suhartono
Magister Sistem Informasi, Universitas Diponegoro
Semarang, Jawa Tengah
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 14:36:16
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6044/13009
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/38531
2023-05-30T00:48:26Z
jsinbis:RAC
nmb a2200000Iu 4500
"220126 2022 eng "
2502-2377
2088-3587
dc
Teknologi Baru Pada Pendidikan Tinggi Menuju Revolusi Industri 4.0: Studi Kasus Indonesia dan Malaysia
Murad, Dina Fitria
Bina Nusantara University http://orcid.org/0000-0001-8724-9105
Murad, Silvia Ayunda
Universitas Islam Syekh Yusuf
Hassan, Rosilah
Universiti Kebangsaan Malaysia
Heryadi, Yaya
Bina Nusantara University
Wijanarko, Bambang Dwi
Bina Nusantara University
Titan, Titan
Bina Nusantara University
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
2021-11-12 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/38531
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/38531/137714
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/14669
2020-04-17T15:08:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Implementasi Simple Additive Weighting Untuk Monitoring Aktivitas Perkuliahan Dengan Menggunakan Radio Frequency Identification
Darmawan, Ashari
MSI Undip
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 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/14669
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6114
2016-04-06T13:38:56Z
jsinbis:RAC
nmb a2200000Iu 4500
"140127 2014 eng "
2502-2377
2088-3587
dc
Sistem Pakar Fuzzy Untuk Optimasi Penggunaan Bandwidth Jaringan Komputer
Mustaziri, Mustaziri
Jurusan Teknik Komputer, Politeknik Negeri Sriwijaya
Palembang, Indonesia 30139
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
2014-02-18 08:30:38
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/30
Jurnal Sistem Informasi Bisnis; Vol 2, No 1 (2012): Volume 2 Nomor 1 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6114/13190
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/46007
2023-03-02T01:43:29Z
jsinbis:RAC
nmb a2200000Iu 4500
"221231 2022 eng "
2502-2377
2088-3587
dc
Algoritma C4.5 Untuk Klasifikasi Kelayakan Kredit Calon Debitur Pada Sistem Informasi Penjualan
Sutjiadi, Raymond
Institut Informatika Indonesia Surabaya https://orcid.org/0000-0003-2829-6547
Rahmawati, Titasari
Institut Informatika Indonesia Surabaya
Prahartiwi, Anindya Ayu
Institut Informatika Indonesia Surabaya
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
2022-12-01 22:47:59
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46007
Jurnal Sistem Informasi Bisnis; Vol 12, No 2 (2022): Volume 12 Nomor 2 Tahun 2022
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/46007/144261
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/16239
2018-05-31T05:44:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Identifikasi Huruf Kapital Tulisan Tangan Menggunakan Linear Discriminant Analysis dan Euclidean Distance
Cahyani, Septa
Universitas Indo Global Mandiri
Wiryasaputra, Rita
Universitas Indo Global Mandiri
Gustriansyah, Rendra
Universitas Indo Global Mandiri
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
2018-04-30 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/16239
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6194
2016-09-29T08:43:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"121218 2012 eng "
2502-2377
2088-3587
dc
Pengujian Model Jaringan Syaraf Tiruan Untuk Kualifikasi Calon Mahasiswa Baru Program Bidik Misi
Sayekti, Ilham
Magister Sistem Informasi, Universitas Diponegoro, Semarang, Indonesia
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
2016-09-29 08:43:18
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/046
Jurnal Sistem Informasi Bisnis; Vol 2, No 3 (2012): Volume 2 Nomor 3 Tahun 2012
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/50797
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Pengukuran Prestasi Belajar Mahasiswa Berdasarkan Prediksi Nilai Menggunakan General Linear Model
Murad, Dina Fitria
Universitas Bina Nusantara http://orcid.org/0000-0001-8724-9105
Wijanarko, Bambang Dwi
Bina Nusantara University
Murad, Silvia Ayunda
Bina Nusantara University
Windyasari, Vina Septiana
Universitas Islam Syekh Yusuf
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50797
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/18811
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181024 2018 eng "
2502-2377
2088-3587
dc
The Herbalist Game Edukasi Pengobatan Herbal Berbasis Android
Afrianto, Irawan
Universitas Komputer Indonesia http://orcid.org/0000-0003-3245-6793
Furqon, Rifan Muhammad
Universitas Komputer Indonesia
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/18811
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6996
2017-03-03T21:00:19Z
jsinbis:RAC
nmb a2200000Iu 4500
"150401 2015 eng "
2502-2377
2088-3587
dc
Penerapan Metode AHP-TOPSIS Untuk Penyeleksian Permohonan Kredit Pada Koperasi Pegawai Republik Indonesia
Gani, Hilmansyah
Politeknik Gorontalo
Suseno, Jatmiko Indro
Universitas Diponegoro
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6996
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/53566
2023-12-31T17:13:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"240106 2024 eng "
2502-2377
2088-3587
dc
Analisis Implementasi Multi-Attribute Border Approximation Area Comparison pada Sistem Pendukung Keputusan Pemberian Bonus Karyawan
Mahmudiyah, Zuhdiana
Program Studi Informatika STMIK Horizon Karawang
Yanitasari, Yessy
Program Studi Informatika STMIK Horizon Karawang
Supriyadi, Supriyadi
Program Studi Informatika STMIK Horizon Karawang
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
2023-12-31 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/53566
Jurnal Sistem Informasi Bisnis; Vol 14, No 1 (2024): Volume 14 Nomor 1 Tahun 2024
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/20734
2019-07-26T04:11:16Z
jsinbis:RAC
nmb a2200000Iu 4500
"190503 2019 eng "
2502-2377
2088-3587
dc
Analisis Keamanan Sistem Informasi Berdasarkan Framework COBIT 5 Menggunakan Capability Maturity Model Integration (CMMI)
Umar, Rusydi
Universitas Ahmad Dahlan
Riadi, Imam
Universitas Ahmad Dahlan
Handoyo, Eko
Universitas Ahmad Dahlan
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20734
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/20734/54536
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9720
2016-04-05T21:45:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"131207 2013 eng "
2502-2377
2088-3587
dc
Metode Adaptive Neuro Fuzzy Inference System (ANFIS) untuk Prediksi Tingkat Layanan Jalan
Azizah, Noor
Jurusan Sistem Informasi Universitas Muria Kudus
Adi, Kusworo
Fakultas Sains dan Matematika Universitas Diponegoro
Widodo, Achmad
Jurusan Teknik Mesin Universitas Diponegoro
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
2016-01-02 06:03:13
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9720
Jurnal Sistem Informasi Bisnis; Vol 3, No 3 (2013): Volume 3 Nomor 3 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/23106
2020-04-17T15:12:08Z
jsinbis:RAC
nmb a2200000Iu 4500
"191104 2019 eng "
2502-2377
2088-3587
dc
Perancangan Sistem Informasi Konsultasi Akademik Berbasis Website
Manuhutu, Melda
Universitas Victory Sorong http://meldamanuhutu.unvicsorong.ac.id
Wattimena, Juneth
Universitas Victory Sorong
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 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23106
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/23106/74912
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9872
2016-02-15T20:33:10Z
jsinbis:RAC
nmb a2200000Iu 4500
"140705 2014 eng "
2502-2377
2088-3587
dc
Sistem Informasi Pendukung Keputusan Terhadap Mutu Lulusan dengan Metode Fuzzy Model Tsukamoto
Ghozali, Ahmad Lubis
Politeknik Indramayu, Jawa Barat
Mustafid, Mustafid
Fakultas Sains dan Matematika Universitas Diponegoro Semarang
Farikhin, Farikhin
Fakultas Sains dan Matematika Universitas Diponegoro SemarangSistem Informasi Pendukung Keputusan Terhadap Mutu Lulusan dengan Metode Fuzzy Model Tsukamoto
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
2016-01-03 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9872
Jurnal Sistem Informasi Bisnis; Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/26566
2020-08-23T19:40:30Z
jsinbis:RAC
nmb a2200000Iu 4500
"200527 2020 eng "
2502-2377
2088-3587
dc
Sistem Optimasi Penjadwalan Mesin Produksi Menggunakan Metode GUPTA Berbasis Android
Mashuri, Chamdan
Hasyim Asy’ari University
Mujianto, Ahmad Heru
Hasyim Asy’ari University
Sucipto, Hadi
Hasyim Asy’ari University
Arsam, Rinaldo Yudianto
Hasyim Asy’ari University
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26566
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/26566/88405
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9893
2016-04-18T23:19:56Z
jsinbis:RAC
nmb a2200000Iu 4500
"150413 2015 eng "
2502-2377
2088-3587
dc
Implementasi Algoritma K-Nearest Neighbor Sebagai Pendukung Keputusan Klasifikasi Penerima Beasiswa PPA dan BBM
Sumarlin, Sumarlin
STIKOM Uyelindo Kupang
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9893
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/32256
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201220 2020 eng "
2502-2377
2088-3587
dc
Analisis Penentuan Penginapan dengan Metode AHP dan Promethee
Muntiari, Novita Ranti
Universitas Ahmad Dahlan Yogyakarta
Sunardi, Sunardi
Universitas Ahmad Dahlan Yogyakarta
Fadlil, Abdul
Universitas Ahmad Dahlan Yogyakarta
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/32256
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/32256/105164
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10496
2017-08-31T00:47:36Z
jsinbis:RAC
nmb a2200000Iu 4500
"161130 2016 eng "
2502-2377
2088-3587
dc
Penerapan Algoritma Minimax Pada Game Macan-macanan
Santoso, Kartika Imam
STMIK BINA PATRIA
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10496
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/29799
2020-12-30T05:45:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"201230 2020 eng "
2502-2377
2088-3587
dc
Sistem Informasi Evaluasi Perkuliahan dengan Sentimen Analisis Menggunakan Naïve Bayes dan Smoothing Laplace
Ramadhani, Nilam
Universitas Madura
Fajarianto, Novan
Universitas Madura
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
2020-11-06 13:58:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/29799
Jurnal Sistem Informasi Bisnis; Vol 10, No 2 (2020): Volume 10 Nomor 2 Tahun 2020
eng
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/37932
2023-05-30T00:48:25Z
jsinbis:RAC
nmb a2200000Iu 4500
"211201 2021 eng "
2502-2377
2088-3587
dc
Implementasi forecastHybrid Package menggunakan R Studio Cloud untuk Prediksi Pertumbuhan Dana Pihak Ketiga dan Pembiayaan Pada Bank Muamalat Indonesia
Astuti, Niken Probondani
Manajemen, STIEM Bongaya
Bakri, Rizal
Akuntansi, STIEM Bongaya https://losari.or.id http://orcid.org/0000-0002-7484-4009
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
2021-11-12 01:45:14
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37932
Jurnal Sistem Informasi Bisnis; Vol 11, No 2 (2021): Volume 11 Nomor 2 Tahun 2021
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/37932/132850
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/13319
2020-04-17T15:08:15Z
jsinbis:RAC
nmb a2200000Iu 4500
"170527 2017 eng "
2502-2377
2088-3587
dc
Rancang Bangun Sistem Informasi Remunerasi Jasa Pelayanan RSUD Kepahiang Bengkulu Menggunakan Metode FAST
Hendryani, Atika
Poltekkes Kemenkes Jakarta II Jurusan Teknik Elektromedik
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 11:16:02
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/13319
Jurnal Sistem Informasi Bisnis; Vol 7, No 1 (2017): Volume 7 Nomor 1 Tahun 2017
eng
Copyright (c) 2017 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6061
2016-04-06T13:29:21Z
jsinbis:RAC
nmb a2200000Iu 4500
"140121 2014 eng "
2502-2377
2088-3587
dc
Sistem Pemilihan Perumahan dengan Metode Kombinasi Fuzzy C-Means Clustering dan Simple Additive Weighting
Jaya, Tri Sandhika
Manajemen Informatika, Politeknik Negeri Lampung,
Bandar Lampung, Lampung
Adi, Kusworo
Magister Sistem Informasi, Program Pascasarjana,
Universitas Diponegoro, Semarang
Noranita, Beta
Magister Sistem Informasi, Program Pascasarjana,
Universitas Diponegoro, Semarang
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 15:28:20
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/23
Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6061/13051
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/45373
2022-10-20T15:18:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"220930 2022 eng "
2502-2377
2088-3587
dc
Penerapan Konsep Continuous Review (Q,r) Pada Model Economic Order Quantity (EOQ) Uutuk Mengoptimalkan Persediaan Bahan Baku Minuman
Romariardi, Adi Wahyu
Universitas Diponegoro
Mustafid, Mustafid
Universitas Diponegoro
Suryono, Suryono
Universitas Diponegoro
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
2022-08-30 19:45:43
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/45373
Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/45373/156098
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/11494
2020-04-17T15:08:39Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Penilaian Implementasi e-Government di PUSTEKOM Kemendikbud berbasis metode PEGI
Rahayu, Puji
Perbanas Institute Jakarta
University of Indonesia
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 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/11494
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
Copyright (c) 2017
oai:ojs.ejournal.undip.ac.id:article/6123
2016-04-06T13:38:28Z
jsinbis:RAC
nmb a2200000Iu 4500
"120618 2012 eng "
2502-2377
2088-3587
dc
Sistem Pendukung Keputusan Evaluasi Pemilihan Pemenang Pengadaan Aset dengan Metode Simple Additive Weighting (SAW)
Nugraha, Fajar
Program Studi Sistem Informasi,
Universitas Muria Kudus
Surarso, Bayu
Program Magister Sistem Informasi,
Program Pascasarjana, Universitas Diponegoro
Noranita, Beta
Program Studi Teknik Informatika,
Fakultas Sains dan Matematika, Universitas Diponegoro
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
2014-02-18 09:04:41
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/35
Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6123/13210
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/52561
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230717 2023 eng "
2502-2377
2088-3587
dc
Perbandingan Pre-Trained CNN: Klasifikasi Pengenalan Bahasa Isyarat Huruf Hijaiyah
Brianorman, Yulrio
Fakultas Teknik dan Ilmu Komputer, Universitas Muhammadiyah Pontianak, Jl. Ahmad Yani No. 111, Pontianak, Indonesia. https://orcid.org/0000-0003-4564-7425
Munir, Rinaldi
Sekolah Tinggi Elektro dan Informatika, Institut Teknologi Bandung, Jl Ganesha No. 10, Bandung, Indonesia
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
2023-06-05 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/52561
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/17168
2018-05-31T05:47:15Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Analisis Prediksi Kebangkrutan Perusahaan Menggunakan Artificial Neural Network Pada Sektor Pertambangan Batubara
Nurdini, Rizki Amalia
Telkom University
Priyadi, Yudi
Telkom University
., Norita
Telkom University
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
2018-04-30 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17168
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6201
2016-04-06T13:45:36Z
jsinbis:RAC
nmb a2200000Iu 4500
"130430 2013 eng "
2502-2377
2088-3587
dc
Sistem business intelligence untuk mendukung perguruan tinggi yang kompetitif
Mustafid, Mustafid
Fakultas Sains dan Matematika Universitas Diponegoro, Semarang
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
2016-01-01 02:00:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/4
Jurnal Sistem Informasi Bisnis; Vol 3, No 1 (2013): Volume 3 Nomor 1 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/19095
2018-12-26T07:47:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"181031 2018 eng "
2502-2377
2088-3587
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Sistem Informasi Stok Gudang Koperasi Menggunakan Supply Chain Management
Khusna, Arfiani Nur
Universitas Ahmad Dahlan
Nugraha, Fahmi Ardhi
Universitas Ahmad Dahlan
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
2018-10-23 07:46:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19095
Jurnal Sistem Informasi Bisnis; Vol 8, No 2 (2018): Volume 8 Nomor 2 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9684
2016-04-06T13:53:14Z
jsinbis:RAC
nmb a2200000Iu 4500
"130710 2013 eng "
2502-2377
2088-3587
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Pemodelan Sistem Informasi Untuk Mengukur Kualitas Kinerja Perguruan Tinggi dengan Pendekatan Balanced Scorecard dan Blue Ocean Strategy
Baharuddin, Herlinah
Program Magister Sistem Informasi, Universitas Diponegoro
Syafei, Wahyul Amien
Jurusan Teknik Elektro, Fakultas Teknik, Universitas Diponegoro
Satoto, Kodrat Imam
Jurusan Teknik Elektro, Fakultas Teknik, Universitas Diponegoro
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
2016-01-01 12:50:46
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9684
Jurnal Sistem Informasi Bisnis; Vol 3, No 2 (2013): Volume 3 Nomor 2 Tahun 2013
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/20276
2019-07-26T04:11:23Z
jsinbis:RAC
nmb a2200000Iu 4500
"190723 2019 eng "
2502-2377
2088-3587
dc
Perancangan Aplikasi Android Sebagai Pengendali APB (Automatic Patient Bed) dengan Metode Sekuensial (Waterfall)
Mekongga, Ikhthison
Politeknik Negeri Sriwijaya http://polsri.ac.id
Aryanti, Aryanti
Politeknik Negeri Sriwijaya http://polsri.ac.id
Hasan, Yordan
Politeknik Negeri Sriwijaya http://polsri.ac.id
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
2019-05-03 07:25:39
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/20276
Jurnal Sistem Informasi Bisnis; Vol 9, No 1 (2019): Volume 9 Nomor 1 Tahun 2019
eng
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9864
2016-01-02T11:06:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"140407 2014 eng "
2502-2377
2088-3587
dc
Sistem Pendukung Keputusan Penilaian Proposal Kegiatan PNPM MPd Menggunakan Metode Profile Matching dan Analytic Hierarchy Process (AHP)
Mufid, Ahmad
Universitas Sultan Fatah
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
2016-01-02 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9864
Jurnal Sistem Informasi Bisnis; Vol 4, No 1 (2014): Volume 4 Nomor 1 Tahun 2014
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/25330
2020-04-17T15:13:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"191227 2019 eng "
2502-2377
2088-3587
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Aplikasi Auto Sales Forecasting Berbasis Computational Intelligence Website untuk Mengoptimalisasi Manajemen Strategi Pemasaran Produk
Bakri, Rizal
Akuntansi, STIEM Bongaya http://bakrizal.com http://orcid.org/0000-0002-7484-4009
Data, Umar
Manajemen, STIEM Bongaya
Astuti, Niken Probondani
Manajemen, STIEM Bongaya
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
2019-11-04 08:34:01
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/25330
Jurnal Sistem Informasi Bisnis; Vol 9, No 2 (2019): Volume 9 Nomor 2 Tahun 2019
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/25330/78942
Copyright (c) 2019 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/9889
2017-03-03T21:02:49Z
jsinbis:RAC
nmb a2200000Iu 4500
"150403 2015 eng "
2502-2377
2088-3587
dc
Sistem Pendukung Keputusan Penyeleksian Proposal Dana Menggunakan Metode AHP D Numbers
Kurniati, Rezki
Mahasiswa Magister Sistem Informasi,Universitas Diponegoro
Surarso, Bayu
Fakultas Sains dan Matematika, Universitas Diponegoro
Farikhin, Farikhin
Fakultas Sains dan Matematika, Universitas Diponegoro
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
2016-04-18 22:58:05
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/9889
Jurnal Sistem Informasi Bisnis; Vol 5, No 1 (2015): Volume 5 Nomor 1 Tahun 2015
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/26962
2020-08-23T19:43:38Z
jsinbis:RAC
nmb a2200000Iu 4500
"200823 2020 eng "
2502-2377
2088-3587
dc
Usability Evaluation Aplikasi Berbasis Website dengan Menggunakan Metode Importance Performance Analysis
Fajar Alam, Putra
Universitas Telkom
Wulandari, Sari
Universitas Telkom
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
2019-12-31 07:59:40
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/26962
Jurnal Sistem Informasi Bisnis; Vol 10, No 1 (2020): Volume 10 Nomor 1 Tahun 2020
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/26962/95355
Copyright (c) 2020 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/10495
2017-08-31T00:45:55Z
jsinbis:RAC
nmb a2200000Iu 4500
"161130 2016 eng "
2502-2377
2088-3587
dc
Implementasi Metode Dempster Shafer Analytic Hierarchy Process Untuk Pemilihan Program Studi Calon Mahasiswa
Pangestika, Menur Wahyu
Diponegoro University
Nurhayati, Oky Dwi
Diponegoro University
Suryono, Suryono
Diponegoro University
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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/10495
Jurnal Sistem Informasi Bisnis; Vol 6, No 1 (2016): Volume 6 Nomor 1 Tahun 2016
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/2634
2016-04-05T21:45:51Z
jsinbis:RAC
nmb a2200000Iu 4500
"110404 2011 eng "
2502-2377
2088-3587
dc
Desain Sistem Keamanan Distribusi Data Dengan Menerapkan XML Encryption Dan XML Signature Berbasis Teknologi Web Service
Widodo, Slamet
Politeknik Negeri Sriwijaya, Palembang
Eko Sediyono, Eko
Univ. Kristen Satya Wacana, Salatiga
Suhartono, Suhartono
Magister Sistem Informasi Pascasarjana Universitas Diponegoro http://msi.undip.ac.id
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
2012-01-21 00:00:00
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/08
Jurnal Sistem Informasi Bisnis; Vol 1, No 1 (2011): Volume 1 Nomor 1 Tahun 2011
eng
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/37507
2021-09-01T07:20:12Z
jsinbis:RAC
nmb a2200000Iu 4500
"210606 2021 eng "
2502-2377
2088-3587
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Sistem Jaminan Mutu dan Prediksi pada Rantai Pasok Ikan dari Perikanan Sungai
Ibrahim, Muhammad Rivani
Sistem Informasi, Universitas Diponegoro
Mustafid, Mustafid
Universitas Diponegoro
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
2021-06-03 00:11:36
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/37507
Jurnal Sistem Informasi Bisnis; Vol 11, No 1 (2021): Volume 11 Nomor 1 Tahun 2021
eng
Copyright (c) 2021 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/12164
2017-09-19T09:49:40Z
jsinbis:RAC
nmb a2200000Iu 4500
"161226 2016 eng "
2502-2377
2088-3587
dc
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
Diponegoro University
Sediyono, Eko
Universitas Kristen Satya Wacana
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 21:00:08
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/12164
Jurnal Sistem Informasi Bisnis; Vol 6, No 2 (2016): Volume 6 Nomor 2 Tahun 2016
eng
Copyright (c) 2016 JURNAL SISTEM INFORMASI BISNIS
oai:ojs.ejournal.undip.ac.id:article/6057
2016-04-06T13:28:07Z
jsinbis:RAC
nmb a2200000Iu 4500
"111201 2011 eng "
2502-2377
2088-3587
dc
Performance Dashboard pada Rumah Sakit Islam
Sungkar, Irfan Ismail
Magister Sistem Informasi Program Pascasarjana
Universitas Diponegoro, Semarang, Jawa Tengah
Mustafid, Mustafid
Magister Sistem Informasi Program Pascasarjana
Universitas Diponegoro, Semarang, Jawa Tengah
Widiyanto, Ibnu
Magister Sistem Informasi Program Pascasarjana
Universitas Diponegoro, Semarang, Jawa Tengah
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
2014-01-21 15:28:20
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/19
Jurnal Sistem Informasi Bisnis; Vol 1, No 3 (2011): Volume 1 Nomor 3 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6057/13039
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/46630
2022-10-20T15:18:06Z
jsinbis:RAC
nmb a2200000Iu 4500
"220826 2022 eng "
2502-2377
2088-3587
dc
Peramalan Harga Saham Serentak Menggunakan Model Multivariate Singular Spectrum Analysis
Marjuni, Aris
Program Magister Teknik Informatika, Fakultas Ilmu Komputer, Universitas Dian Nuswantoro, Semarang, 50131 https://scholar.google.co.id/citations?user=uFhrbQ0AAAAJ&hl=en https://orcid.org/0000-0002-4072-3081
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
2022-08-30 19:45:43
application/pdf
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/46630
Jurnal Sistem Informasi Bisnis; Vol 12, No 1 (2022): Volume 12 Nomor 1 Tahun 2022
eng
Copyright (c) 2022 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/15932
2020-04-17T15:09:02Z
jsinbis:RAC
nmb a2200000Iu 4500
"171109 2017 eng "
2502-2377
2088-3587
dc
Geolocation dengan Metode Djikstra untuk Menentukan Jalur Terpendek Lokasi Peribadatan
Azizah, noor
Universitas Islam Nahdlatul Ulama Jepara
Mahendra, Danang
Universitas Islam Nahdlatul Ulama Jepara
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 08:01:48
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/15932
Jurnal Sistem Informasi Bisnis; Vol 7, No 2 (2017): Volume 7 Nomor 2 Tahun 2017
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/15932/38568
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/15932/38569
Copyright (c) 2017 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6125
2016-04-06T13:38:04Z
jsinbis:RAC
nmb a2200000Iu 4500
"120618 2012 eng "
2502-2377
2088-3587
dc
Sistem Informasi Lulusan Dengan Metode Online Analitycal processing (OLAP) Pada Politeknik Negeri Kupang
Ndoloe, Lita Alfriany
Jurusan Teknik Elektronika,
Politeknik Negeri Kupang
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
2014-02-18 09:04:41
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/38
Jurnal Sistem Informasi Bisnis; Vol 2, No 2 (2012): Volume 2 Nomor 2 Tahun 2012
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6125/13216
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/50136
2023-10-23T05:31:35Z
jsinbis:RAC
nmb a2200000Iu 4500
"230605 2023 eng "
2502-2377
2088-3587
dc
Sentiment Analysis of Customer Reviews Using Support Vector Machine and Smote-Tomek Links For Identify Customer Satisfaction
Sumantiawan, Dody Indra
Magister Sistem Informasi, Sekolah Pascasarjana Universitas Diponegoro, Jl. Imam Bardjo SH No.5, Pleburan, Kec. Semarang Sel., Kota Semarang, Jawa Tengah 50241
Suseno, Jatmiko Endro
Physics Department, Faculty of Science and Mathematics Diponegoro University
Syafei, Wahyul Amien
Department of Electrical Engineering, Faculty of Engineering Diponegoro University
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 08:03:26
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50136
Jurnal Sistem Informasi Bisnis; Vol 13, No 1 (2023): Volume 13 Nomor 1 Tahun 2023
eng
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/17175
2020-04-29T14:53:18Z
jsinbis:RAC
nmb a2200000Iu 4500
"180430 2018 eng "
2502-2377
2088-3587
dc
Pengolahan Citra dengan Segmentasi Thresholding untuk Pemilihan Kualitas Telur Asin
Nurhayati, Oky Dwi
Diponegoro University http://siskom.undip.ac.id http://orcid.org/0000-0001-5893-0321
Afifah, Diana Nur
Universitas Diponegoro
., Nuryanto
Universitas Diponegoro
Rustanti, Ninik
Universitas Diponegoro
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
2018-04-30 20:07:58
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/17175
Jurnal Sistem Informasi Bisnis; Vol 8, No 1 (2018): Volume 8 Nomor 1 Tahun 2018
eng
Copyright (c) 2018 JSINBIS (Jurnal Sistem Informasi Bisnis)
oai:ojs.ejournal.undip.ac.id:article/6050
2016-04-06T13:25:42Z
jsinbis:RAC
nmb a2200000Iu 4500
"110710 2011 eng "
2502-2377
2088-3587
dc
Sistem Informasi Geografis Berbasis Web untuk Pemetaan Sebaran Alumni Menggunakan Metode K-Means
Handoko, Slamet
Prodi Teknik Informatika Jurusan Teknik Elektro Politeknik Negeri Semarang
Sediono, Eko
Magister Sistem Informasi Universitas Kristen Satya Wacana Salatiga
Suhartono, Suhartono
Magister Sistem Informasi Universitas Diponegoro
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 14:36:16
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/6050
Jurnal Sistem Informasi Bisnis; Vol 1, No 2 (2011): Volume 1 Nomor 2 Tahun 2011
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/6050/13021
Copyright (c)
oai:ojs.ejournal.undip.ac.id:article/50049
2023-11-14T03:38:31Z
jsinbis:RAC
nmb a2200000Iu 4500
"231030 2023 eng "
2502-2377
2088-3587
dc
Peran Digital Entrepreneurship Mindset: Keputusan Adopsi Platform Digital Bagi Pelaku Bisnis
Widyaningsih, Dewi
Universitas Sains dan Teknologi Komputer Semarang
Zusrony, Edwin
Universitas Sains dan Teknologi Komputer Semarang http://orcid.org/0000-0002-7298-3283
Utomo, Hardi
Sekolah Tinggi Ilmu Ekonomi AMA Salatiga
: 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 00:00:00
application/pdf
https://ejournal.undip.ac.id/index.php/jsinbis/article/view/50049
Jurnal Sistem Informasi Bisnis; Vol 13, No 2 (2023): Volume 13 Nomor 2 Tahun 2023
eng
https://ejournal.undip.ac.id/index.php/jsinbis/article/download/50049/158802
Copyright (c) 2023 JSINBIS (Jurnal Sistem Informasi Bisnis)