Decision Support System to Help in Determining the Study Program Concentration for Higher Education Institution


  • Tanty Oktavia School of Information Systems, Bina Nusantara University, Jl. K.H. Syahdan No. 9 Palmerah Jakarta Barat 11480, Indonesia
  • Evaristus Didik Madyatmadja School of Information Systems, Bina Nusantara University, Jl. K.H. Syahdan No. 9 Palmerah Jakarta Barat 11480, Indonesia


Concentration, Decision Support System, AHP-TOPSIS,


The process of decision support for higher education institution to determine the concentration of study program becomes a significant problem because the student needs to analyse their interest, ability, and other factors as the qualification. A mistake in decision-making will be detrimental to the students’ education level, and it can even affect their future. This is a problem that occurs every semester, not only within the scope of the faculty but also in the university. Therefore, this research proposes a model to ease the higher education institution in determining a concentration of student using AHP and TOPSIS method. AHP method is a decision support system that can give weight on criteria of concentration and test its consistency. This method is to give weight for each criterion of student concentration majoring in Information System. TOPSIS method has a concept that the appropriate alternative has the shortest distance with a positive ideal solution and has the farthest distance with a negative ideal solution. Moreover, the criteria for choosing the concentration are multiple intelligences, GPA, course score, and TOEFL score. Weights obtained from AHP become the input value in the TOPSIS method in sorting the alternatives to be selected. Then, the result of the sorting is being calculated for its accuracy level. Based on the calculation of 93 sample of student’s concentration with AHP-TOPSIS method, 62 data are the same, so it results in the accuracy of 67%. An application with AHP-TOPSIS method can be used to help the university management in determining the concentration at Information System major for XYZ University.


Condrobimo., A., R, Sistem Pendukung Keputusan untuk Penentuan Konsentrasi Studi dalam Penulisan Skripsi bagi Mahasiswa S1 Jurusan Ilmu Komunikasi Fakultas Isipol Universitas Gadjah Mada Yogyakarta, Tesis Magister Manajemen Informasi UGM, 2005.

Satzinger, J. W., Jackson, R. B., & D.Burd, S, Systems Analysis and Design in a Changing World. Boston: Course Technology, Cengage Learning, 2012.

Putri, C. F, Pemilihan Supplier Bahan Baku Kertas Dengan Model QCDFR Dan Analytical Hierarchy Process (AHP). Widya Teknika 32- 38, 2012.

Rainer Jr., R. Kelly, and Casey G Cegielski, Introduction to Information Systems. Singapore: John Wiley & Sons, 2013.

Ralph. M Stairs, and George W. Reynolds, Fundamentals of Information Systems. 7th United States of America: Course Technology Engage Learning, 2013.

Watson, Richard T, Data Management Databases and Organizations. United States of America, 2006.

Arnott, D, Pervan, G, A Critical Analysis of Decision Support Systems Research, Journal of Information Technology vol 20, pp. 67–87., 2005.

Belanger, France, and Craig Van Slyke, Information Systems for Business. United States of America: John Wiley & Sons., 2012.

Efrem G,. Mallach, Decision Support and Data Warehouse Systems. United States of America: McGraw-Hill/Irwin., 2000.

Gardner, H, Multiple Intelligences. United States of Amerika: Basic Books, 2014.

Laudon, Kenneth C, and Jane Laudon, Management Information Systems. 9th. United States of America: Pearson Prentice Hall., 2006.

Merry, L., Ginting, M., & Marpaung, B. Jurnal Teknik dan Ilmu Komputer. Pemilihan Supplier Buah dengan Pendekatan Metode Analytical Hierarchy Process (AHP) dan TOPSIS: Studi Kasus pada Perusahaan Retail, 48-58, 2014.

O’Brien, James and George M. Marakas. Management Information Systems. United States of America: McGraw-Hill/Irwin, 2010.

Madyatmadja, E., D, Decision Support System Model to Assist Management Consultant in Determining the Physical Infrastructure Fund, Journal of Application Technology and Information Technology Vol 62 No. 1, pages 269-274, 2014.

Madyatmadja., E., D dan Oktavia., T, Decision Support System In Determining The Study Program Concentration In Higher Education Institutions. The 4th International Conference on Information and Communication Technology, 2016.

Ranius., A., Y, Sistem Penunjang Keputusan Penetapan Dosen Pembimbing dan Penguji Skripsi dengan Metode AHP. Universitas Bina Dharma Palembang, 2014.

Hwang, C., & Yoon, K, Multiple Attribute Decision Making. Methods and Applications, 1981.

Saaty, T. L, Int. J. Services Sciences. Decision making with the analytic hierarchy process, 83-98., 2008.

Sukwadi, R, Yang, C.-C., & Benny. Jurnal Teknik Industri. Integrasi Fuzzy AHP-TOPSIS dalam Evaluasi, 25-32., 2014.

Turban, E., Sharda, R., Delen, D, Decision Support and Business Intelligence Systems. 9th Edition. Prentice-Hall., Inc. Upper Saddle River. New Jersey, 2014.




How to Cite

Oktavia, T., & Madyatmadja, E. D. (2018). Decision Support System to Help in Determining the Study Program Concentration for Higher Education Institution. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 10(1-9), 77–80. Retrieved from