Analysis of Fuzzy Logic Modeling for Student Assessment in E-Learning

Abstract

The way of teaching in new normal life is drastically changed around the world including our country. Consequently, the determination of the student’s performance is also not simple as in previous conventional education system. The grading of the student cannot be computed not only the result of the exam. Thus, the more criteria have to be considered to determine the student assessment. And, the computation of the student performance is more complicated than the classical way. So, the automatic judgement of student’s performance is needed for today’s education system. In this paper, the fuzzy logic is modeling for calculation of the performance of the students from the online class. The fuzzy set theory helps the teachers to know easily about the student at the specific course by using the linguistic term. The fuzzy logic toolbox in MATLAB is used to simulate the student’s performance judgement system.