DOI: https://doi.org/10.21456/vol6iss1pp11-20

Implementasi Metode Dempster Shafer Analytic Hierarchy Process Untuk Pemilihan Program Studi Calon Mahasiswa

*Menur Wahyu Pangestika  -  Diponegoro University
Oky Dwi Nurhayati  -  Diponegoro University
Suryono Suryono  -  Diponegoro University

Citation Format:
Abstract

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%.

Fulltext View|Download
Keywords: Dempster shafer analytic hierarchy process; Department recommendations; Standard minimum value; Average of value report

Article Metrics:

Article Info
Section: Research Articles
Language : EN
Recent articles
Analisis Sistem Manajemen Keamanan Informasi Menggunakan ISO/IEC 27001 : 2013 Serta Rekomendasi Model Sistem Menggunakan Data Flow Diagram pada Direktorat Sistem Informasi Perguruan Tinggi Penerapan Algoritma Minimax Pada Game Macan-macanan Model Servqual Rule Base Asean University Network untuk Penilaian Kualitas Program Studi More recent articles
Most cited articles
Sistem Pemungutan Suara Elektronik Menggunakan Model Poll Site E-Voting Studi Pengamanan Login Pada Sistem Informasi Akademik Menggunakan Otentifikasi One Time Password Berbasisis SMS dengan Hash MD5 Sistem Pemilihan Perumahan dengan Metode Kombinasi Fuzzy C-Means Clustering dan Simple Additive Weighting Support Vector Machine Untuk Klasifikasi Citra Jenis Daging Berdasarkan Tekstur Menggunakan Ekstraksi Ciri Gray Level Co-Occurrence Matrices (GLCM) Penerapan Metode AHP dan Fuzzy Topsis Untuk Sistem Pendukung Keputusan Promosi Jabatan More cited articles
  1. Swastina, L., 2013. Penerapan algoritma C4.5 untuk penentuan jurusan mahasiswa. Jurnal Gema Aktualita, vol 2, 93-98
  2. Hua, Z., Gong, B., Xu, X., 2008. A DS–AHP approach for multi-attribute decision making problem with incomplete information. Expert Systems with Applications, 2221–2227
  3. Hermawan, J., 2005. Membangun Decision Support System. Penerbit Andi Yogyakarta
  4. Turban, E., Aronson, J.E., dan Liang, T.P., 2005. Decision Support System And Intelligent System. Penerbit Andi, Yogyakarta
  5. Beynon, M., 2001. An expert system for multi-kriteria decision making using Dempster Shafer theory. Expert Systems with Applications, 357-367
  6. Beynon, J.M., 2008. Encyclopedia of Decision Making and Decision Support Technologies, IGI Global Snippet
  7. Marimin., 2004. Teknik dan Aplikasi Pengambilan Keputusan Kriteria Majemuk. Grassindo, Jakarta
  8. Kousalya, P., Reddy, G.M., Supraja, S., Prasad, V.S., 2012. Analytical hierarchy process approach –an application of engineering education. Mathematica Aeterna, 2 (10): 861–878
  9. Goshal, S.K., Naskar, S.K., Bose, D., 2011. AHP in assessing performance of diploma institutes – A case study. Jurnal of Technical Education and Training, Vol. 3 No 2

Last update:

No citation recorded.

Last update: 2024-12-24 21:35:59

No citation recorded.