Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique

Aldowah, Hanan Ahmad Yahya (2023) Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique. PhD thesis, Universiti Sains Malaysia.

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Abstract

The first aim of this study is to investigate the use of LMS by students and instructors to evaluate their online activities, discover user behavior and engagement patterns, and to obtain some indicators to better understand their level of engagement. For this purpose, statistical, visualization, and clustering Educational Data Mining techniques are used to analyze the courses conducted through hybrid and fully online learning modes offered in four semesters at the Universiti Sains Malaysia.

Item Type: Thesis (PhD)
Subjects: L Education > LC Special aspects of education
Divisions: Pusat Teknologi Pengajaran & Multimedia (Centre for Instructional Technology & Multimedia) > Thesis
Depositing User: Mr Aizat Asmawi Abdul Rahim
Date Deposited: 03 May 2024 04:46
Last Modified: 03 May 2024 04:46
URI: http://eprints.usm.my/id/eprint/60523

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