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Chun Yan Enoch Sit; Siu-Cheung Kong – Journal of Educational Computing Research, 2024
Educational process mining aims (EPM) to help teachers understand the overall learning process of their students. Although deep learning models have shown promising results in many domains, the event log dataset in many online courses may not be large enough for deep learning models to approximate the probability distribution of students' learning…
Descriptors: Learning Processes, Learning Analytics, Algorithms, Guidelines
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Giajenthiran Velmurugan; Jacob Gorm Davidsen – Journal of Problem Based Learning in Higher Education, 2024
Supervision in higher education (HE) often balances the tension between fostering student autonomy and providing sufficient guidance, especially within undergraduate programs. This paper explores an under-researched area: the dynamics of group supervision in undergraduate education, specifically how students challenge their supervisor's expertise.…
Descriptors: Problem Based Learning, Epistemology, Expertise, Supervision
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Neil Harrison; Simon Benham-Clarke – Higher Education: The International Journal of Higher Education Research, 2024
There has been increasing interest in understanding the higher education experiences of students who spent time 'in care' as children, who tend to have to overcome strong barriers to educational success. Care-experienced students often thrive in higher education, although little is currently known about those who build on this success to pursue…
Descriptors: Career Pathways, Caring, Higher Education, Bias