The role of motivation in MOOCs' retention rates: a systematic literature review
Although MOOCs platforms offer a unique way to provide information for a large cohort of
participants, only a small percentage of participants complete MOOCs. The high number of …
participants, only a small percentage of participants complete MOOCs. The high number of …
Take a MOOC and then drop: A systematic review of MOOC engagement pattern and dropout factor
H Huang, L Jew, D Qi - Heliyon, 2023 - cell.com
Abstract Massive Open Online Course (MOOC) plays an important role in education equity
and lifelong learning without entrance barriers, time limitations, and geographical …
and lifelong learning without entrance barriers, time limitations, and geographical …
Educational data mining to predict students' academic performance: A survey study
Educational data mining is an emerging interdisciplinary research area involving both
education and informatics. It has become an imperative research area due to many …
education and informatics. It has become an imperative research area due to many …
Towards predicting student's dropout in university courses using different machine learning techniques
J Kabathova, M Drlik - Applied Sciences, 2021 - mdpi.com
Featured Application The found model with the best values of the performance metrics,
found as the result of comparing several machine learning classifiers, can identify students …
found as the result of comparing several machine learning classifiers, can identify students …
Unifying EFL learners' online self-regulation and online motivational self-system in MOOCs: A structural equation modeling approach
AR Rahimi, Z Cheraghi - Journal of Computers in Education, 2024 - Springer
Being renowned as the state-of-the-art of open educational movement, Massive Open
Online Courses (MOOCs) have been expanded noticeably in online schooling. This study …
Online Courses (MOOCs) have been expanded noticeably in online schooling. This study …
Faired: A systematic fairness analysis approach applied in a higher educational context
Higher education institutions increasingly rely on machine learning models. However, a
growing body of evidence shows that these algorithms may not serve underprivileged …
growing body of evidence shows that these algorithms may not serve underprivileged …
The sustainability of a Community of Inquiry in online course satisfaction in virtual learning environments in higher education
Teaching and learning online is quite challenging. Both require an additional capacity and
effort to withstand ongoing engagement in a virtual learning environment. Nonetheless …
effort to withstand ongoing engagement in a virtual learning environment. Nonetheless …
Dropout prediction model in MOOC based on clickstream data and student sample weight
C ** - Soft Computing, 2021 - Springer
Currently, the high dropout rate of massive open online course (MOOC) has seriously
affected its popularity and promotion. How to effectively predict the dropout status of students …
affected its popularity and promotion. How to effectively predict the dropout status of students …
The role of EFL learners' L2 self-identities, and authenticity gap on their intention to continue LMOOCs: Insights from an exploratory partial least approach
AR Rahimi - Computer Assisted Language Learning, 2023 - Taylor & Francis
A research study on the L2 Motivational Self-systems (L2MSS) and technology acceptance
of Foreign Language Learners (EFL) in relation to Language Massive Open Online Courses …
of Foreign Language Learners (EFL) in relation to Language Massive Open Online Courses …
Motivation for MOOC learning persistence: An expectancy–value theory perspective
Y Lee, HD Song - Frontiers in psychology, 2022 - frontiersin.org
Managing learning continuity is critical for successful MOOC learning. Thus, enabling
learners to have learning persistence needs to be integrated into the MOOC learning …
learners to have learning persistence needs to be integrated into the MOOC learning …