Systematic review of discussion forums in massive open online courses (MOOCs)

O Almatrafi, A Johri - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
Discussion forums are the primary and most widely used venue for social learning and
communication in MOOC context. There has been an interest in the last few years to study …

Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy

A Peña‐Ayala - Wiley Interdisciplinary Reviews: Data Mining …, 2018 - Wiley Online Library
Before the emergence of computer‐based educational systems (CBES) whose aims of
providing teaching and learning experiences to hundreds even thousands of users, an …

[HTML][HTML] MOOC discussion forums: The interplay of the cognitive and the social

I Galikyan, W Admiraal, L Kester - Computers & Education, 2021 - Elsevier
Abstract Massive Open Online Course (MOOC) platforms capture the digital traces of
millions of learners and generate an avalanche of “numbers” on learner behavior in MOOCs …

[HTML][HTML] How CSCL roles emerge, persist, transition, and evolve over time: A four-year longitudinal study

M Saqr, S López-Pernas - Computers & education, 2022 - Elsevier
A prevailing trend in CSCL literature has been the study of students' participatory roles. The
majority of existing studies examine a single collaborative task or, at most, a complete …

Social presence in massive open online courses

O Poquet, V Kovanović, P de Vries, T Hennis… - … International Review of …, 2018 - irrodl.org
The capacity to foster interpersonal interactions in massive open online courses (MOOCs)
has frequently been contested, particularly when learner interactions are limited to MOOC …

Diversified resource access paths in MOOCs: Insights from network analysis

S Li, J Du, S Yu - Computers & Education, 2023 - Elsevier
The low access rate to resources and learner diversity of massive open online courses
(MOOCs) has led to a shift in MOOC resource design toward how to better support adaptive …

Automatic content analysis of asynchronous discussion forum transcripts: A systematic literature review

M Ahmad, K Junus, HB Santoso - Education and Information Technologies, 2022 - Springer
In recent years, the use of asynchronous discussion forums in online learning has increased
rapidly. In earlier studies, content analysis is the most-used research method in exploring …

Discovery and temporal analysis of latent study patterns in MOOC interaction sequences

MS Boroujeni, P Dillenbourg - … of the 8th International Conference on …, 2018 - dl.acm.org
Capturing students' behavioral patterns through analysis of sequential interaction logs is an
important task in educational data mining and could enable more effective and personalized …

The curious case of centrality measures: A large-scale empirical investigation

M Saqr, S López-Pernas - Journal of Learning Analytics, 2022 - learning-analytics.info
There has been extensive research using centrality measures in educational settings. One
of the most common lines of such research has tested network centrality measures as …

[HTML][HTML] The digital fingerprint of learner behavior: Empirical evidence for individuality in learning using deep learning

A Salman, G Alexandron - Computers and Education: Artificial Intelligence, 2024 - Elsevier
Personalized learning builds upon the fundamental assumption of uniqueness in learning
behavior, often taken for granted. Quite surprisingly, however, the literature provides little to …