A Fuzzy Topsis Multiple-Attribute Decision Making for Scholarship Selection

Shofwatul ‘Uyun, Imam Riadi


As the education fees are becoming more expensive, more students apply for scholarships. Consequently, hundreds and even thousands of applications need to be handled by the sponsor. To solve the problems, some alternatives based on several attributes (criteria) need to be selected. In order to make a decision on such fuzzy problems, Fuzzy Multiple Attribute Decision Making (FMDAM) can be applied. In this study, Unified Modeling Language (UML) in FMADM with TOPSIS and Weighted Product (WP) methods is applied to select the candidates for academic and non-academic scholarships at Universitas Islam Negeri Sunan Kalijaga. Data used were a crisp and fuzzy data. The results show that TOPSIS and  Weighted Product FMADM methods can be used to select the most suitable candidates to receive the scholarships since the preference values applied in this method can show applicants with the highest eligibility.        

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Terano T. Asai K. Sugeno M. Fuzzy Systems Theory and Its Applications. London: Academic Press. 1992.

Klir GJ, Bo Y. Fuzzy Sets and Fuzzy Logic: Theory and Applications. New York: Prentice Hall, Englewood Cliffs. 1995

Chowdhury S. Champagne P. Multi Criteria Decision Making in Fuzzy Environment. The Annual General Conference of the Canadian Society for Civil Engineering. Canada. 2006; GC-073-1: GC-073-10.

Chen Y W. Larbani M. Two-person zero-sum game approach for fuzzy multiple attribute decision making problems. Science Direct Fuzzy Sets and System. 2006; 157(1): 34-51.

Kusumadewi S. Pencarian Bobot Atribut pada Multiple Attribute Decision Making (MADM) dengan Pendekatan Objektif Menggunakan Algortima Genetika (Studi Kasus: Rekruitmen Dosen Jurusan Teknik Informatika Universitas Islam Indonesia). Jurnal Gematika Manajemen Informatika. 2005; 7(1): 48-56.

Kusumadewi S. Pencarian Bobot Atribut pada Multiple Attribute Decision Making (MADM) dengan Pendekatan Subyektif Menggunakan Algortima Genetika (Studi Kasus: Penentuan Lokasi Gedung). Seminar Nasional Pendidikan Teknik Elektro. Yogyakarta. 2004; 97-105.

Ramadan MZ. A Fuzzy Model For R&D Project Selection with Multi Criteria Decision Making. Proceedings of the 2nd IIEC. Riyadh Kingdom of Saudi Arabia. 2004; 1-11.

Zhou D. Ma J. Tian Q. Kwok RCW. Fuzzy Group Decision Support System for Project Assessment. Proceedings of the 32nd Hawaii International Conference on System Sciences. Hawaii. 1999: 1-5.

Cheong CW. Jie LH. Meng MC. Lan ALH. Design and Development of Decision Making System Using Fuzzy Analytic Hierarchy Process. American Journal of Applied Sciences. 2008; 5(7): 783-787.

Anand MD. Selvaraj T. Kumanan S. Johnny MA. Application of Multicriteria Decision Making for Selection of Robotic System using Fuzzy Analytic Hierarchy Process. International Journal Management and Decision Making. 2008; 9(1): 75-98.

Saghafian S. Hejazi SR. Multi-criteria Group Decision Making Using a Modified Fuzzy TOPSIS Procedure, Procedings of the International Confrence on Computational Intelligence for Modelling, Control and Automation, and Internatioanl Conference Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC’05). 2005; 57-62.

Jia X. Comprehensive Evaluation on Green Productions based on TOPSIS Methodology. International Conference on Information Management, Innovation Management and Industrial Engineering. 2009: 570-572.

Yuan-guang F. The TOPSIS Method of Multiple Atribute Decision Making Problem with Triangular-fuzzy-avlued Weight. International Workshop on Modelling, Simulation and Optimization. 2008: 11-14.

Xu ZS. MAGDM Linear-Programming Models with Distinct Uncertain Preference Structures. IEEE Transactions on Systems, MAN and Cybernetics. 2008; 38(5): 1356-1370.

Xu Z. Multiple-Attribute Group Decision Making with Different Formats of Preference Information on Attributes. IEEE Transactions on Systems, MAN and Cybernetics. 2007; Vol. 37 (No. 6): 1500-1511.

Kusumadewi S. Hartati S. Harjoko A. Wardoyo R, Fuzzy Multi-Attribute Decision Making (Fuzzy MADM), Yogyakarta: Graha Ilmu. 2006: 87-89.

DOI: http://dx.doi.org/10.12928/telkomnika.v9i1.643

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