The role of learning theory in multimodal learning analytics
This study presents the outcomes of a semi‐systematic literature review on the role of
learning theory in multimodal learning analytics (MMLA) research. Based on previous …
learning theory in multimodal learning analytics (MMLA) research. Based on previous …
How educational chatbots support self-regulated learning? A systematic review of the literature
Engagement in self-regulated learning (SRL) may improve academic achievements and
support development of lifelong learning skills. Despite its educational potential, many …
support development of lifelong learning skills. Despite its educational potential, many …
[HTML][HTML] The concept of hybrid human-AI regulation: Exemplifying how to support young learners' self-regulated learning
I Molenaar - Computers and Education: Artificial Intelligence, 2022 - Elsevier
Hybrid systems combining artificial and human intelligence hold great promise for training
human skills. In this paper, I position the concept of Hybrid Human-AI Regulation and …
human skills. In this paper, I position the concept of Hybrid Human-AI Regulation and …
Dissecting learning tactics in MOOC using ordered network analysis
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 …
considered a critical set of skills to successfully complete highly flexible online courses, such …
Analytics of self-regulated learning scaffolding: effects on learning processes
Self-regulated learning (SRL) is the ability to regulate cognitive, metacognitive, motivational,
and emotional states while learning and is posited to be a strong predictor of academic …
and emotional states while learning and is posited to be a strong predictor of academic …
Do teaching staff trust stakeholders and tools in learning analytics? A mixed methods study
Learning analytics (LA) has gained increasing attention for its potential to improve different
educational aspects (eg, students' performance and teaching practice). The existing …
educational aspects (eg, students' performance and teaching practice). The existing …
Temporal learning analytics to explore traces of self-regulated learning behaviors and their associations with learning performance, cognitive load, and student …
Self-regulated learning (SRL) plays a critical role in asynchronous online courses. In recent
years, attention has been focused on identifying student subgroups with different patterns of …
years, attention has been focused on identifying student subgroups with different patterns of …
[HTML][HTML] Dynamics of self-regulated learning: The effectiveness of students' strategies across course periods
Proper self-regulating skills are essential in the new reality of digital learning in higher
education. Research has shown that the trace data of students' learning management …
education. Research has shown that the trace data of students' learning management …
[HTML][HTML] Measuring secondary education students' self-regulated learning processes with digital trace data
This study investigates secondary education students' self-regulated learning (SRL)
processes with digital trace data, particularly whether SRL processes found in secondary …
processes with digital trace data, particularly whether SRL processes found in secondary …
Multimodal learning analytics for assessing teachers' self-regulated learning in planning technology-integrated lessons in a computer-based environment
Teachers' self-regulated learning (SRL) plays a crucial role in develo** technological
pedagogical content knowledge (TPACK), a complex professional skill. It is crucial to identify …
pedagogical content knowledge (TPACK), a complex professional skill. It is crucial to identify …