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

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, an...

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Main Author:	Aldowah, Hanan Ahmad Yahya
Format:	Thesis
Language:	English
Published:	2023
Subjects:	LC Special aspects of education
Online Access:	http://eprints.usm.my/60523/1/Pages%20from%20HANAN%20AHMAD%20YAHYA%20ALDOWAH%20-%20TESIS.pdf
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id	my-usm-ep.60523
record_format	uketd_dc
spelling	my-usm-ep.605232024-05-03T04:46:52Z Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique 2023-06 Aldowah, Hanan Ahmad Yahya LC Special aspects of education 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. 2023-06 Thesis http://eprints.usm.my/60523/ http://eprints.usm.my/60523/1/Pages%20from%20HANAN%20AHMAD%20YAHYA%20ALDOWAH%20-%20TESIS.pdf application/pdf en public phd doctoral Universiti Sains Malaysia Pusat Teknologi Pengajaran & Multimedia (Centre for Instructional Technology & Multimedia)
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	LC Special aspects of education
spellingShingle	LC Special aspects of education Aldowah, Hanan Ahmad Yahya Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique
description	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.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	Aldowah, Hanan Ahmad Yahya
author_facet	Aldowah, Hanan Ahmad Yahya
author_sort	Aldowah, Hanan Ahmad Yahya
title	Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique
title_short	Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique
title_full	Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique
title_fullStr	Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique
title_full_unstemmed	Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique
title_sort	modelling factors affecting students’ and instructors’ behavior and engagement in the online environment using educational data mining and dematel technique
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Teknologi Pengajaran & Multimedia (Centre for Instructional Technology & Multimedia)
publishDate	2023
url	http://eprints.usm.my/60523/1/Pages%20from%20HANAN%20AHMAD%20YAHYA%20ALDOWAH%20-%20TESIS.pdf
_version_	1804888955599978496

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

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