Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning

K Mangaroska, M Giannakos - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
As the fields of learning analytics and learning design mature, the convergence and
synergies between the two are becoming an important area for research. This paper intends …

Video-based learning (VBL)—past, present and future: An overview of the research published from 2008 to 2019

M Sablić, A Mirosavljević, A Škugor - Technology, Knowledge and …, 2021 - Springer
The advance of video technology in education has been accelerated due to the wide use of
portable devices, the increase in the number of Internet users and massive online open …

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 …

Cultural heritage preservation through dance digitization: A review

MR Reshma, B Kannan, VPJ Raj, S Shailesh - Digital Applications in …, 2023 - Elsevier
Abstract 'Cultural heritage conservation'encompasses all actions and measures taken
towards the life of cultural heritage while strengthening the long-term preservation of its …

[HTML][HTML] Investigating the effect of nudges for improving comment quality in active video watching

N Mohammadhassan, A Mitrovic, K Neshatian - Computers & Education, 2022 - Elsevier
Develo** and maintaining constructive engagement is a crucial challenge in learning by
watching videos. AVW-Space is an online video-based learning platform which enhances …

Introduction to smart learning analytics: foundations and developments in video-based learning

MN Giannakos, DG Sampson, Ł Kidziński - Smart Learning Environments, 2016 - Springer
Smart learning has become a new term to describe technological and social developments
(eg, Big and Open Data, Internet of Things, RFID, and NFC) enable effective, efficient …

Choice architecture for nudges to support constructive learning in active video watching

V Dimitrova, A Mitrovic - International Journal of Artificial Intelligence in …, 2022 - Springer
Video-based learning is widely used today in both formal education and informal learning in
a variety of contexts. Videos are especially powerful for transferable skills learning (eg …

Predictive video analytics in online courses: A systematic literature review

OR Yürüm, T Taşkaya-Temizel, S Yıldırım - Technology, Knowledge and …, 2024 - Springer
The purpose of this study was to investigate the use of predictive video analytics in online
courses in the literature. A systematic literature review was performed based on a hybrid …

Video analytics in digital learning environments: Exploring student behaviour across different learning contexts

M Khalil, P Topali, A Ortega-Arranz, E Er… - Technology, Knowledge …, 2024 - Springer
The use of videos in teaching has gained impetus in recent years, especially after the
increased attention towards remote learning. Understanding students' video-related …

Supporting constructive video-based learning: requirements elicitation from exploratory studies

A Mitrovic, V Dimitrova, L Lau, A Weerasinghe… - Artificial Intelligence in …, 2017 - Springer
Although videos are a highly popular digital medium for learning, video watching can be a
passive activity and results in limited learning. This calls for interactive means to support …