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Fuzzy logic to evaluate significant factors affecting students’ academic performance through online distance learning
Mohd Fazril Izhar Mohd Idris1, Khairu Azlan Abd Aziz2, Muhammad Haiman Aminuddin3.
Online distance learningis becoming more and more popular and more preferred among students. In order to develop efficient strategies and solutions for introducing online distance learning, higher education institutions should be awareof the needs and expectations of their students. In the current study, students from University of Technology MARA will investigate whichfactors thataffect the execution of online distance learning for academicperformance. Time management, learning environment, internet connection, and learning method are among the factors under consideration, as determined by a literature review. The information was gathered through an online survey of 331 students whose academic performance is affected by online distance learning. An expert system based on fuzzy logic has been developed to determine which factors have the greatest influence on students' academic performance in online distance learning. According to the results obtained using the MATLAB software, one of the most important factors influencing students' academic performance in online distance learning is time management. The findings of this study will help students to improve time management in order to improve students’ academic performance.
Affiliation:
- Universiti Teknologi MARA Cawangan Perlis, 02600 Arau, Perlis, Malaysia, Malaysia
- Universiti Teknologi MARA Cawangan Perlis, 02600 Arau, Perlis, Malaysia, Malaysia
- Universiti Teknologi MARA Cawangan Perlis, 02600 Arau, Perlis, Malaysia, Malaysia
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