Towards intelligent E-learning systems

M Liu, D Yu - Education and Information Technologies, 2023 - Springer
The prevalence of e-learning systems has made educational resources more accessible,
interactive and effective to learners without the geographic and temporal boundaries …

MOOC 5.0: A Roadmap to the Future of Learning

I Ahmad, S Sharma, R Singh, A Gehlot, N Priyadarshi… - Sustainability, 2022 - mdpi.com
Industry 4.0 has created a whole new world for us to explore, and its effects can be seen in
every facet of our lives, especially in the workplace where it calls for technology-driven …

Video learning analytics: Investigating behavioral patterns and learner clusters in video-based online learning

M Yoon, J Lee, IH Jo - The Internet and Higher Education, 2021 - Elsevier
Video-based online learning is becoming commonplace in higher education settings. Prior
studies have suggested design principles and instructional strategies to boost video-based …

[HTML][HTML] A systematic review of the literature on machine learning application of determining the attributes influencing academic performance

I Issah, O Appiah, P Appiahene, F Inusah - Decision analytics journal, 2023 - Elsevier
Academic institutions operate in an extremely demanding and competitive environment.
Some difficulties confronting most schools are delivering high-quality education to the …

Key factors in MOOC pedagogy based on NLP sentiment analysis of learner reviews: What makes a hit

L Li, J Johnson, W Aarhus, D Shah - Computers & Education, 2022 - Elsevier
MOOC platforms have seen significant membership growth in recent years. MOOCs are
leading the education world that has been digitized, remote, and highly competitive, and the …

MOOC student dropout prediction model based on learning behavior features and parameter optimization

C Jin - Interactive Learning Environments, 2023 - Taylor & Francis
Since the advent of massive open online courses (MOOC), it has been the focus of
educators and learners around the world, however the high dropout rate of MOOC has had a …

MOOC evaluation system based on deep learning

JW Tzeng, CA Lee, NF Huang, HH Huang… - International Review of …, 2022 - erudit.org
Massive open online courses (MOOCs) are open access, Web-based courses that enroll
thousands of students. MOOCs deliver content through recorded video lectures, online …

What are the key themes associated with the positive learning experience in MOOCs? An empirical investigation of learners' ratings and reviews

R Deng, P Benckendorff - … Journal of Educational Technology in Higher …, 2021 - Springer
Past MOOC research has tended to focus on learning outcomes valued in traditional higher
education settings, such as achievement and retention. This study recognises that student …

Effects of embedded questions in pre-class videos on learner perceptions, video engagement, and learning performance in flipped classrooms

R Deng, Y Gao - Active Learning in Higher Education, 2023 - journals.sagepub.com
This study investigates the impact of embedded questions in pre-class instructional videos
on learner perceptions (cognitive load, emotional engagement, satisfaction, judgement of …

Visual analytics of video‐clickstream data and prediction of learners' performance using deep learning models in MOOCs' courses

AA Mubarak, H Cao, W Zhang… - Computer Applications in …, 2021 - Wiley Online Library
The big data stored in massive open online course (MOOC) platforms have become a posed
challenge in the Learning Analytics field to analyze the learning behavior of learners, and …