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

SZ Salas-Pilco, K **ao, 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 …

Empowering student self‐regulated learning and science education through ChatGPT: A pioneering pilot study

DTK Ng, CW Tan, JKL Leung - British Journal of Educational …, 2024‏ - Wiley Online Library
In recent years, AI technologies have been developed to promote students' self‐regulated
learning (SRL) and proactive learning in digital learning environments. This paper discusses …

The Role of Inductive Learning Models on the Students Self-Regulated Learning in Math Journaling.

A Amiruddin, M Qorib, N Naimi, D Deliati - Cypriot Journal of Educational …, 2022‏ - ERIC
Students' self-regulated learning has become an essential element of student's success in
the education sector and therefore, needs the attention of policymakers and scholars alike …

[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 …

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 …

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 …

[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 …

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 …

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 …