Exploring students engagement towards the Learning Management System (LMS) using learning analytics
Learning analytics is a rapidly evolving research discipline that uses the insights generated from data analysis to support learners as well as optimize both the learning process and environment. This paper studied students' engagement level of the Learning Management System (LMS) via a learnin...
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my.um.eprints.278842022-04-13T02:20:07Z http://eprints.um.edu.my/27884/ Exploring students engagement towards the Learning Management System (LMS) using learning analytics Ismail, Shahrul Nizam Hamid, Suraya Ahmad, Muneer Alaboudi, A. Jhanjhi, Nz QA75 Electronic computers. Computer science Learning analytics is a rapidly evolving research discipline that uses the insights generated from data analysis to support learners as well as optimize both the learning process and environment. This paper studied students' engagement level of the Learning Management System (LMS) via a learning analytics tool, student's approach in managing their studies and possible learning analytic methods to analyze student data. Moreover, extensive systematic literature review (SLR) was employed for the selection, sorting and exclusion of articles from diverse renowned sources. The findings show that most of the engagement in LMS are driven by educators. Additionally, we have discussed the factors in LMS, causes of low engagement and ways of increasing engagement factors via the Learning Analytics approach. Nevertheless, apart from recognizing the Learning Analytics approach as being a successful method and technique for analyzing the LMS data, this research further highlighted the possibility of merging the learning analytics technique with the LMS engagement in every institution as being a direction for future research. Tech Science Press 2021-07 Article PeerReviewed Ismail, Shahrul Nizam and Hamid, Suraya and Ahmad, Muneer and Alaboudi, A. and Jhanjhi, Nz (2021) Exploring students engagement towards the Learning Management System (LMS) using learning analytics. Computer Systems Science and Engineering, 37 (1). pp. 73-87. ISSN 0267-6192, DOI https://doi.org/10.32604/csse.2021.015261 <https://doi.org/10.32604/csse.2021.015261>. 10.32604/csse.2021.015261 |
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QA75 Electronic computers. Computer science Ismail, Shahrul Nizam Hamid, Suraya Ahmad, Muneer Alaboudi, A. Jhanjhi, Nz Exploring students engagement towards the Learning Management System (LMS) using learning analytics |
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Learning analytics is a rapidly evolving research discipline that uses the insights generated from data analysis to support learners as well as optimize both the learning process and environment. This paper studied students' engagement level of the Learning Management System (LMS) via a learning analytics tool, student's approach in managing their studies and possible learning analytic methods to analyze student data. Moreover, extensive systematic literature review (SLR) was employed for the selection, sorting and exclusion of articles from diverse renowned sources. The findings show that most of the engagement in LMS are driven by educators. Additionally, we have discussed the factors in LMS, causes of low engagement and ways of increasing engagement factors via the Learning Analytics approach. Nevertheless, apart from recognizing the Learning Analytics approach as being a successful method and technique for analyzing the LMS data, this research further highlighted the possibility of merging the learning analytics technique with the LMS engagement in every institution as being a direction for future research. |
format |
Article |
author |
Ismail, Shahrul Nizam Hamid, Suraya Ahmad, Muneer Alaboudi, A. Jhanjhi, Nz |
author_facet |
Ismail, Shahrul Nizam Hamid, Suraya Ahmad, Muneer Alaboudi, A. Jhanjhi, Nz |
author_sort |
Ismail, Shahrul Nizam |
title |
Exploring students engagement towards the Learning Management System (LMS) using learning analytics |
title_short |
Exploring students engagement towards the Learning Management System (LMS) using learning analytics |
title_full |
Exploring students engagement towards the Learning Management System (LMS) using learning analytics |
title_fullStr |
Exploring students engagement towards the Learning Management System (LMS) using learning analytics |
title_full_unstemmed |
Exploring students engagement towards the Learning Management System (LMS) using learning analytics |
title_sort |
exploring students engagement towards the learning management system (lms) using learning analytics |
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Tech Science Press |
publishDate |
2021 |
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http://eprints.um.edu.my/27884/ |
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1735409534872059904 |