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Self-regulated learning and learning analytics in online learning environments: A review of empirical research
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 …
learners. The ability to self-regulate learning becomes even more important in emerging …
[HTML][HTML] Rethinking the entwinement between artificial intelligence and human learning: What capabilities do learners need for a world with AI?
The proliferation of AI in many aspects of human life—from personal leisure, to collaborative
professional work, to global policy decisions—poses a sharp question about how to prepare …
professional work, to global policy decisions—poses a sharp question about how to prepare …
Towards hybrid human‐AI learning technologies
I Molenaar - European Journal of Education, 2022 - Wiley Online Library
Education is a unique area for application of artificial intelligence (AI). In this article, the
augmentation perspective and the concept of hybrid intelligence are introduced to frame our …
augmentation perspective and the concept of hybrid intelligence are introduced to frame our …
[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 …
A conceptual framework for human–AI hybrid adaptivity in education
Educational AI (AIEd) systems are increasingly designed and evaluated with an awareness
of the hybrid nature of adaptivity in real-world educational settings. In practice, beyond being …
of the hybrid nature of adaptivity in real-world educational settings. In practice, beyond being …
Pair-up: prototy** human-AI co-orchestration of dynamic transitions between individual and collaborative learning in the classroom
Enabling students to dynamically transition between individual and collaborative learning
activities has great potential to support better learning. We explore how technology can …
activities has great potential to support better learning. We explore how technology can …
Predicting learners' effortful behaviour in adaptive assessment using multimodal data
Many factors influence learners' performance on an activity beyond the knowledge required.
Learners' on-task effort has been acknowledged for strongly relating to their educational …
Learners' on-task effort has been acknowledged for strongly relating to their educational …
What can moment-by-moment learning curves tell about students' self-regulated learning?
Many students in primary education learn arithmetic using adaptive learning technologies
(ALTs) on tablets every day. Driven by developments in the emerging field of learning …
(ALTs) on tablets every day. Driven by developments in the emerging field of learning …
Personalized visualizations to promote young learners' SRL: The learning path app
This paper describes the design and evaluation of personalized visualizations to support
young learners' Self-Regulated Learning (SRL) in Adaptive Learning Technologies (ALTs) …
young learners' Self-Regulated Learning (SRL) in Adaptive Learning Technologies (ALTs) …
[HTML][HTML] Clustering children's learning behaviour to identify self-regulated learning support needs
When children are learning using adaptive learning technologies (ALTs), the technology
builds a learner model, which creates temporal trajectories providing insight into how …
builds a learner model, which creates temporal trajectories providing insight into how …