• Bravura Candra Halim Universitas Negeri Semarang
  • Alamsyah Alamsyah Universitas Negeri Semarang
  • Sugiman Sugiman Universitas Negeri Semarang
Keywords: Fuzzy TOPSIS MADM; Decision Making; Increase Academic Achievement Scholarship


This study examines the decision making to determine the scholarship recipients Improving Academic Achievement (PPA) at the State University of Semarang (UNNES) with details of criteria that include student GPA, number of credits taken, the value of student affairs, and the income of parents. The decision making process admission PPA UNNES scholarship implemented with the programming language of PHP with MySQL database and calculations using the method of Fuzzy TOPSIS Multiple-Attribute Decision Making (MADM). The results of reception system PPA UNNES scholarship in this study is a ranking by 50 students of the value of the preferences of the applicants and then taken by students who ranked top 10 of the results of ranking of preferences for recommended escapes in scholarship acceptance PPA UNNES. Based on these results it can be concluded that a web-based decision support systems can be built using TOPSIS Fuzzy MADM with the structure of the programming language PHP and MySQL as a Database Management System (DBMS). In the development of future systems, can be done by adding other data supporting the selection of scholarship PPA


‘Uyun, S. & I. Riadi. 2011. A Fuzzy Topsis Multiple – Attribute Decision Making for Scholarship Selection. TELKOMNIKA, Vol. 9, No.1, 37-46. Yogyakarta: Informatics Department, State Islamic University of Sunan Kalijaga.
Ashrafzadeh, M., F.M. Rafiei, N.M. Isfahani, & Z. Zare. 2012. Application of Fuzzy TOPSIS Methods for The Selection Of Warehaouse Location: A Case Study. Interdisciplinary Journal Of Contemporary Research In Business, Vol. 3, No. 9, January 2012, 655-671. Iran: Department of Industrial Engineering, Islamic Azad University, Isfahan.
Jogiyanto. 2005. Analisis dan Desain Sistem Informasi. Yogyakarta: ANDI.
Kusumadewi, S., S. Hartati, A. Harjoko, & R. Wardoyo. 2006. Fuzzy Multi-Attribute Decision Making (FUZZY MADM). Yogyakarta: Graha Ilmu.
Ladjamuddin, A.B. 2005. Analisis dan Desain Sistem Informasi. Yogyakarta: Graha Ilmu.
Mahmoodzadeh, S., J. Shahrabi, M. Pariazar, & M.S. Zaeri. 2007. Project Selection by Using Fuzzy AHP and TOPSIS Technique. World Academy of Science, Engineering and Technology, International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering, Vol.1, No. 6.
Mohammadi, A. & H. Aryaeefar. 2011. Introducing A New Method to Expand TOPSIS Decision Making Model to Fuzzy TOPSIS. The Journal of Mathematics and Computer Science, Vol. 2, No. 1, Januari 2011, 150-159.
Pressman, R. S. 2002. Rekayasa Perangkat Lunak. Yogyakarta: ANDI.
Sam`an, M & Alamsyah. 2015. Implementasi Fuzzy Inference System sebagai Sistem Pengambilan Keputusan Pemilihan Program Studi di Perguruan Tinggi. UNNES Journal of Mathematics, Vol. 4 No. 1 Mei 2015, hal 67-74.
Wimatsari, G.A.M.S., I K.G.D. Putra, & P.W. Buana. 2013. Multi – Attribute Decision Making Scholarship Selection Using A Modified Fuzzy TOPSIS. IJCSI International Journal of Computer Science Issues, Vol. 10, No. 2, January 2013. Bali: Department of Informatics Technology, Udayana University.