[HTML][HTML] Measuring self-regulated learning and the role of AI: Five years of research using multimodal multichannel data

I Molenaar, S de Mooij, R Azevedo, M Bannert… - Computers in Human …, 2023 - Elsevier
Learning sciences are embracing the significant role technologies can play to better detect,
diagnose, and act upon self-regulated learning (SRL). The field of SRL is challenged with …

A systematic review of empirical studies on learning analytics dashboards: A self-regulated learning perspective

W Matcha, D Gašević, A Pardo - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This paper presents a systematic literature review of learning analytics dashboards (LADs)
research that reports empirical findings to assess the impact on learning and teaching …

Effects of artificial Intelligence–Enabled personalized recommendations on learners' learning engagement, motivation, and outcomes in a flipped classroom

AYQ Huang, OHT Lu, SJH Yang - Computers & Education, 2023 - Elsevier
The flipped classroom approach is aimed at improving learning outcomes by promoting
learning motivation and engagement. Recommendation systems can also be used to …

Self-regulated learning and learning analytics in online learning environments: A review of empirical research

O Viberg, M Khalil, M Baars - … of the tenth international conference on …, 2020 - dl.acm.org
Self-regulated learning (SRL) can predict academic performance. Yet, it is difficult for
learners. The ability to self-regulate learning becomes even more important in emerging …

Analytics of time management strategies in a flipped classroom

N Ahmad Uzir, D Gašević, W Matcha… - Journal of Computer …, 2020 - Wiley Online Library
This paper aims to explore time management strategies followed by students in a flipped
classroom through the analysis of trace data. Specifically, an exploratory study was …

[HTML][HTML] Innovative pedagogies of the future: An evidence-based selection

C Herodotou, M Sharples, M Gaved… - Frontiers in …, 2019 - frontiersin.org
There is a widespread notion that educational systems should empower learners with skills
and competences to cope with a constantly changing landscape. Reference is often made to …

[HTML][HTML] Intense, turbulent, or wallowing in the mire: A longitudinal study of cross-course online tactics, strategies, and trajectories

M Saqr, S López-Pernas, J Jovanović… - The Internet and Higher …, 2023 - Elsevier
Research has repeatedly demonstrated that students with effective learning strategies are
more likely to have better academic achievement. Existing research has mostly focused on a …

[HTML][HTML] Explainable AI for data-driven feedback and intelligent action recommendations to support students self-regulation

M Afzaal, J Nouri, A Zia, P Papapetrou… - Frontiers in Artificial …, 2021 - frontiersin.org
Formative feedback has long been recognised as an effective tool for student learning, and
researchers have investigated the subject for decades. However, the actual implementation …

Analytics of learning strategies: Associations with academic performance and feedback

W Matcha, D Gašević, NAA Uzir, J Jovanović… - Proceedings of the 9th …, 2019 - dl.acm.org
Learning analytics has the potential to detect and explain characteristics of learning
strategies through analysis of trace data and communicate the findings via feedback …

[HTML][HTML] Learning analytics to reveal links between learning design and self-regulated learning

Y Fan, W Matcha, NA Uzir, Q Wang… - International Journal of …, 2021 - Springer
The importance of learning design in education is widely acknowledged in the literature.
Should learners make effective use of opportunities provided in a learning design …