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Evidence‐based multimodal learning analytics for feedback and reflection in collaborative learning
Multimodal learning analytics (MMLA) offers the potential to provide evidence‐based
insights into complex learning phenomena such as collaborative learning. Yet, few MMLA …
insights into complex learning phenomena such as collaborative learning. Yet, few MMLA …
Towards automated transcribing and coding of embodied teamwork communication through multimodal learning analytics
Effective collaboration and teamwork skills are critical in high‐risk sectors, as deficiencies in
these areas can result in injuries and risk of death. To foster the growth of these vital skills …
these areas can result in injuries and risk of death. To foster the growth of these vital skills …
[PDF][PDF] Artificial Intelligence in Multimodal Learning Analytics: A Systematic Literature Review
M Mohammadi, E Tajik, R Martinez-Maldonado… - 2024 - researchgate.net
The proliferation of educational technologies has generated unprecedented volumes of
diverse, multimodal learner data, offering rich insights into learning processes and …
diverse, multimodal learner data, offering rich insights into learning processes and …
Epistemic network analysis for end-users: Closing the loop in the context of multimodal analytics for collaborative team learning
Effective collaboration and team communication are critical across many sectors. However,
the complex dynamics of collaboration in physical learning spaces, with overlap** …
the complex dynamics of collaboration in physical learning spaces, with overlap** …
An Empirical Study of Adaptive Feedback to Enhance Cognitive Ability in Programming Learning among College Students: A Perspective Based on Multimodal Data …
W Fu, J Zhang, D Zhang, T Li… - Journal of Educational …, 2025 - journals.sagepub.com
Cognitive ability is closely associated with the acquisition of programming skills, and
enhancing learners' cognitive ability is a crucial factor in improving the efficacy of …
enhancing learners' cognitive ability is a crucial factor in improving the efficacy of …
Chatting with a learning analytics dashboard: The role of generative ai literacy on learner interaction with conventional and scaffolding chatbots
Learning analytics dashboards (LADs) simplify complex learner data into accessible
visualisations, providing actionable insights for educators and students. However, their …
visualisations, providing actionable insights for educators and students. However, their …
Field report for platform mBox: designing an open MMLA platform
Multimodal Learning Analytics (MMLA) is an evolving sector within learning analytics that
has become increasingly useful for examining complex learning and collaboration dynamics …
has become increasingly useful for examining complex learning and collaboration dynamics …
Innovations in Online Learning Analytics: A Review of Recent Research and Emerging Trends
The rapid expansion of online learning platforms presents both challenges and
opportunities for educational institutions. Online learning analytics has emerged as a critical …
opportunities for educational institutions. Online learning analytics has emerged as a critical …
Edulyze: Learning Analytics for Real-World Classrooms at Scale.
Classroom sensing systems can capture data on teacher-student behaviours and
interactions at a scale far greater than human observers can. These data, translated to multi …
interactions at a scale far greater than human observers can. These data, translated to multi …
Enhancing Our Understanding of Business Process Model Comprehension Using Biometric Data
Much research has been done on the comprehension and development of conceptual
models. In related areas such as linguistics and software engineering one has taken …
models. In related areas such as linguistics and software engineering one has taken …