Learning styles preferences using fuzzy logic system / Wan Nurshazelin Wan Shahidan, Nur Rusmawati Ishak and Siti Nor Nadrah Muhamad

ID47086 Wan Shahidan, Wan Nurshazelin and Ishak, Nur Rusmawati and Muhamad, Siti Nor Nadrah (2021) Learning styles preferences using fuzzy logic system / Wan Nurshazelin Wan Shahidan, Nur Rusmawati Ishak and Siti Nor Nadrah Muhamad. Journal of Computing Research and Innovation (JCRINN), 6 (1). pp. 54-66. ISSN 2600-8793 (eISSN)

Abstract

Every individual has their own natural or habitual pattern of gathering and processing information in learning situations. The different environment between school and university studies will pose a significant impact on the learning style of students. The objectives of this study are to analyse the most preferred learning style among first-year diploma students in Universiti Teknologi MARA (UiTM) Perlis Branch and compare the preferred learning style among male and female students using the Fuzzy Logic System. There were nine variable inputs in determining the fuzzy logic learning styles which are reading likeness, by nature, thinking time, speaking rate, activity level, activity enjoyment, visual distraction, auditory distraction and using instruction to obtain the VARK (visual, auditory, read/write, kinaesthetic) learning styles output. The results showed that 32% of the students prefers visual learning styles based on the VARK questionnaire while for the fuzzy inferences system, 40% of the students prefer visual learning style. Additionally, 45% of male students preferred visual learning styles followed by reading/writing and kinaesthetic learning styles of 20%. Among female students, 34% of them also showed preferred visual learning styles, followed by reading/writing learning styles. It is concluded that the vast majority of UiTM Perlis Branch students prefers visual learning styles in their studies.

Metadata

Item Type: Article
Creators:
CreatorsEmail / ID. Num
Wan Shahidan, Wan Nurshazelinshazelin804@uitm.edu.my
Ishak, Nur RusmawatiUNSPECIFIED
Muhamad, Siti Nor NadrahUNSPECIFIED
Subjects: Q Science > QA Mathematics > Fuzzy logic
Divisions: Universiti Teknologi MARA, Perlis > Arau Campus > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Journal of Computing Research and Innovation (JCRINN)
Journal: UiTM Journal > Journal of Computing Research and Innovation (JCRINN)
ISSN: 2600-8793 (eISSN)
Volume: 6
Number: 1
Page Range: pp. 54-66
Official URL: https://doi.org/10.24191/jcrinn.v6i1.171
Item ID: 47086
Uncontrolled Keywords: Learning Styles, VARK, Fuzzy Logic
URI: http://ir.uitm.edu.my/id/eprint/47086

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