A NEW PERSPECTIVE ON EVALUATION SYSTEM IN EDUCATION WITH INTUITIONISTIC FUZZY LOGIC AND PROMETHEE ALGORITHM

Authors : Feride Tuğrul, Mehmet Çitil

Pages : 13-24

Doi:10.33773/jum.796173

View : 28 | Download : 7

Publication Date : 2021-01-31

Article Type : Research

Abstract :This research attempts to seek for multi criteria decision making through the PROMETHEE method. This paper aims to propose an application of multi criteria decision making in intuitionistic fuzzy sets. The success ranking of schools was analyzed through the use of the PROMETHEE method. Besides, the most successful school was identifi ed among these ranked schools. In this research, the intuitionistic fuzzy PROMETHEE method was employed during ranking of schools' success. The main reason for using intuitionistic fuzzy PROMETHEE is that it takes into account both intuitionistic fuzzy weights and intuitionistic fuzzy preferences at the same time. This paper applies to many fi elds; however, we proposed an application in the eld of education in this study. The primary purpose of this paper is expected to create an algorithm of intuitionistic fuzzy PROMETHEE and offer an application example that will shed light on many application areas. Using multi criteria decision making methods together with intuitionistic fuzzy logic will help us obtain more rational and more objective results.
Keywords : Evaluation system in education, fuzzy logic, multi criteria decision making, intuitionistic fuzzy sets, PROMETHEE method