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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| Format: | Thesis |
| Language: | English |
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2023
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| Online Access: | http://eprints.usm.my/60523/1/Pages%20from%20HANAN%20AHMAD%20YAHYA%20ALDOWAH%20-%20TESIS.pdf |
| _version_ | 1825908298627416064 |
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| author | Aldowah, Hanan Ahmad Yahya |
| author_facet | Aldowah, Hanan Ahmad Yahya |
| author_sort | Aldowah, Hanan Ahmad Yahya |
| collection | USM |
| 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. |
| first_indexed | 2024-09-25T03:56:29Z |
| format | Thesis |
| id | usm.eprints-60523 |
| institution | Universiti Sains Malaysia |
| language | English |
| last_indexed | 2024-09-25T03:56:29Z |
| publishDate | 2023 |
| record_format | dspace |
| spelling | usm.eprints-605232024-05-03T04:46:52Z http://eprints.usm.my/60523/ Modelling Factors Affecting Students’ And Instructors’ Behavior And Engagement In The Online Environment Using Educational Data Mining And Dematel Technique 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 NonPeerReviewed application/pdf en http://eprints.usm.my/60523/1/Pages%20from%20HANAN%20AHMAD%20YAHYA%20ALDOWAH%20-%20TESIS.pdf 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. |
| 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 |
| title | 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_short | 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 |
| topic | LC Special aspects of education |
| url | http://eprints.usm.my/60523/1/Pages%20from%20HANAN%20AHMAD%20YAHYA%20ALDOWAH%20-%20TESIS.pdf |
| work_keys_str_mv | AT aldowahhananahmadyahya modellingfactorsaffectingstudentsandinstructorsbehaviorandengagementintheonlineenvironmentusingeducationaldatamininganddemateltechnique |