Development of personalised learning model for dental students through machine learning application

Shoaib, Lily Azura and Sazali, Amin Hakim and Idris, Norisma and Safii, Syarida Hasnur and Hussin, Ruhaya (2022) Development of personalised learning model for dental students through machine learning application. In: International University Carnival on E-Learning 2022, 28-30 June 2023, Universiti Putra Malaysia. (Unpublished)

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Abstract

Personalisation of learning through integration of advanced technologies aim to understand the dental students’ learning styles and strategies. Modified index of Learning Styles based on index of learning style and Felder Solomon Learning Model was used to identify students’ learning style. A machine learning approach was then applied to automate classification of student’s learning style. Through arule-based technique, a recommendation for student's best learning strategies was carried out.

Item Type:	Conference or Workshop Item (Poster)
Subjects:	B Philosophy. Psychology. Religion > BF Psychology B Philosophy. Psychology. Religion > BF Psychology > BF636 Applied psychology L Education > L Education (General) L Education > LB Theory and practice of education > LB2300 Higher Education R Medicine > RK Dentistry T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Islamic Revealed Knowledge and Human Sciences > Department of Psychology Kulliyyah of Islamic Revealed Knowledge and Human Sciences
Depositing User:	Dr. Ruhaya Hussin
Date Deposited:	12 Oct 2023 15:52
Last Modified:	12 Oct 2023 15:52
URI:	http://irep.iium.edu.my/id/eprint/106061

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