Connecting the dots–A literature review on learning analytics indicators from a learning design perspective

A Ahmad, J Schneider, D Griffiths… - Journal of Computer …, 2024 - Wiley Online Library
Background During the past decade, the increasingly heterogeneous field of learning
analytics has been critiqued for an over‐emphasis on data‐driven approaches at the …

Towards Quality Assurance in MOOCs: A Comprehensive Review and Micro-Level Framework

H Sebbaq - The International Review of Research in Open and …, 2024 - irrodl.org
MOOCs (massive open online courses), because of their scale and accessibility, have
become a major area of interest in contemporary education. However, despite their growing …

The performance of some machine learning approaches and a rich context model in student answer prediction

A Lincke, M Jansen, M Milrad, E Berge - Research and Practice in …, 2021 - Springer
Web-based learning systems with adaptive capabilities to personalize content are becoming
nowadays a trend in order to offer interactive learning materials to cope with a wide diversity …

Do individual differences in cognition and personality predict retrieval practice activities on MOOCs?

D Fellman, A Lincke, B Jonsson - Frontiers in psychology, 2020 - frontiersin.org
Online quizzes building upon the principles of retrieval practice can have beneficial effects
on learning, especially long-term retention. However, it is unexplored how interindividual …

How does learners' prefer to process information in MOOCs? A data-driven study

B Hmedna, A El Mezouary, O Baz - Procedia computer science, 2019 - Elsevier
Different learners have quite varied learning styles, which have been influenced by their
personalities, backgrounds knowledge, and skills. In this paper, we propose an automatic …

Combining Danmaku and Discussion Boards: Toward A Scalable and Sociable Environment for Mass Collaboration in MOOCs

B Yang - … Journal of Computer-Supported Collaborative Learning, 2024 - Springer
In online learning at scale, wherein instructional videos play a central role, interactive tools
are often integrated to counteract passive consumption. For example, the forum or …

Learning alone yet together: Enhancing between-learner social connectivity at scale

B Yang, H He - Proceedings of the Ninth ACM Conference on Learning …, 2022 - dl.acm.org
MOOCs rely on asynchronous sessions to meet the individual need of a massive number of
students geographically distributed. While the asynchronous design ensures the flexibility …

[PDF][PDF] Integrated reality-entrepreneurship project-based learning model to increase the skills of students

H Suswanto, AM Nidhom, A Dardiri… - World Transactions on …, 2019 - wiete.com.au
An objective of this study was to determine the application of the integrated reality-
entrepreneurship project-based learning model (PjBL-RE) to increase students' ability in …

Scaling effective learning strategies: Retrieval practice and long-term knowledge retention in moocs

D Davis, R Kizilcec, C Hauff… - Journal of Learning …, 2018 - learning-analytics.info
Scientific evidence for effective learning strategies is primarily derived from studies
conducted in controlled laboratory or classroom settings with homogeneous populations …

Analysis and Visualization of While-Learning Social Help Seeking Aligned with Learning Content to Facilitate Data-informed Support in MOOCs

B Yang - 2022 International Conference on Advanced Learning …, 2022 - ieeexplore.ieee.org
Help-seeking is a crucial component of self-regulated learning in MOOCs. The extant
studies focus on post-watching help-seeking behaviors such as putting a post in the …