Ranking islamic religious schools’ academic performance using fuzzy VIKOR / Nurul ‘Izzaty Hanani Zaharin

Hanani Zaharin, Nurul ‘Izzaty (2021) Ranking islamic religious schools’ academic performance using fuzzy VIKOR / Nurul ‘Izzaty Hanani Zaharin. [Student Project] (Unpublished)


Ranking is a position in the hierarchy or in the scale. School rankings in Malaysia have become a popular benchmark for academic achievement, especially as there are many types of schools in Malaysia. This study focuses only on Islamic religious schools. The objective of this study is to rank Islamic religious schools in Perlis based on their academic achievement in Sijil Pelajaran Malaysia (SPM) in 2018. This study used Fuzzy VIKOR to evaluate the ranking of Islamic religious schools in Perlis. Fuzzy VIKOR is a multi-criteria decision-making (MCDM) method. The alternative to be chosen is Islamic religious schools and the results for several subjects are the criterion. In this study, the data are transformed into a linguistic variable and categorized into five criteria which are excellent, honourable, average, passing and non-performing. The linguistic variable is a trapezoidal fuzzy number. The results of this study have shown that fuzzy VIKOR can be used to resolve the ranks of Islamic religious schools. As a result, School 1 is the best Islamic religious school in Perlis by using this technique. This has shown that fuzzy VIKOR can be used in the study of rank.


Item Type: Student Project
Email / ID Num.
Hanani Zaharin, Nurul ‘Izzaty
Subjects: L Education > LB Theory and practice of education > Performance. Competence. Academic achievement
Q Science > QA Mathematics > Mathematical statistics. Probabilities > Decision theory > Fuzzy decision making
Divisions: Universiti Teknologi MARA, Perlis > Arau Campus > Faculty of Computer and Mathematical Sciences
Programme: Management Mathematics
Keywords: Multi Criteria Decision Making (MCDM) ; VIKOR ; Fuzzy Number ; Islamic Religious Schools ; Sijil Pelajaran Malaysia (SPM)
Date: 31 March 2021
URI: https://ir.uitm.edu.my/id/eprint/44578
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