Artificial intelligence and learning analytics in teacher education: A systematic review

SZ Salas-Pilco, K Xiao, X Hu - Education Sciences, 2022 - mdpi.com
In recent years, artificial intelligence (AI) and learning analytics (LA) have been introduced
into the field of education, where their use has great potential to enhance the teaching and …

Lessons learned and future directions of metatutor: Leveraging multichannel data to scaffold self-regulated learning with an intelligent tutoring system

R Azevedo, F Bouchet, M Duffy, J Harley… - Frontiers in …, 2022 - frontiersin.org
Self-regulated learning (SRL) is critical for learning across tasks, domains, and contexts.
Despite its importance, research shows that not all learners are equally skilled at accurately …

[HTML][HTML] Predicting regulatory activities for socially shared regulation to optimize collaborative learning

S Järvelä, A Nguyen, E Vuorenmaa, J Malmberg… - Computers in Human …, 2023 - Elsevier
This study utilized multimodal learning analytics and AI-based methods to examine the
patterns of the socially shared regulation of collaborative learning (CL). The study involved …

[HTML][HTML] Temporally-focused analytics of self-regulated learning: A systematic review of literature

J Saint, Y Fan, D Gašević, A Pardo - Computers and education: Artificial …, 2022 - Elsevier
We present a systematic literature review of data-driven self-regulated learning (SRL) that
emphasises the methodological importance of temporality and sequence, as opposed to …

Investigating students' use of self‐assessments in higher education using learning analytics

D Ifenthaler, C Schumacher… - Journal of Computer …, 2023 - Wiley Online Library
Background Formative assessments are vital for supporting learning and performance but
are also considered to increase the workload of teachers. As self‐assessments in higher …

Towards investigating the validity of measurement of self-regulated learning based on trace data

Y Fan, J van der Graaf, L Lim, M Raković… - Metacognition and …, 2022 - Springer
Contemporary research that looks at self-regulated learning (SRL) as processes of learning
events derived from trace data has attracted increasing interest over the past decade …

[HTML][HTML] Self-regulated learning strategies in continuing education: A systematic review and meta-analysis

YM Hemmler, D Ifenthaler - Educational Research Review, 2024 - Elsevier
Self-regulated learning (SRL) has been considered a key competence for continuing
education (CE). The present systematic review and meta-analysis investigated factors …

Student self-perception on digital literacy in STEM blended learning environments

B Le, GA Lawrie, JTH Wang - Journal of Science Education and …, 2022 - Springer
As students transition into tertiary blended learning environments, their digital literacy in
terms of technical capabilities have potential to impact on their access to digital resources …

What can online traces tell us about students' self-regulated learning? A systematic review of online trace data analysis

J Du, KF Hew, L Liu - Computers & Education, 2023 - Elsevier
Abstract “Self-regulated learning”(SRL) is defined as taking responsibility for one's own
learning. Self-regulatory skills are crucial to learners' success in the online learning context …

Dissecting learning tactics in MOOC using ordered network analysis

Y Fan, Y Tan, M Raković, Y Wang, Z Cai… - Journal of Computer …, 2023 - Wiley Online Library
Background Select and enact appropriate learning tactics that advance learning has been
considered a critical set of skills to successfully complete highly flexible online courses, such …