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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 …
Lessons learnt from a multimodal learning analytics deployment in-the-wild
Multimodal Learning Analytics (MMLA) innovations make use of rapidly evolving sensing
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
The role of indoor positioning analytics in assessment of simulation‐based learning
Simulation‐based learning provides students with unique opportunities to develop key
procedural and teamwork skills in close‐to‐authentic physical learning and training …
procedural and teamwork skills in close‐to‐authentic physical learning and training …
Intelligent systems for psychomotor learning: a systematic review and two cases of study
Psychomotor learning involves the integration of mental and muscular activity with the
purpose of learning a motor skill. The repeated practice of the learned movements over very …
purpose of learning a motor skill. The repeated practice of the learned movements over very …
The promise of physiological data in collaborative learning: A systematic literature review
Collaborative learning is an important approach in education. Researchers are increasingly
interested in using physiological data, such as Electrodermal Activity (EDA), as an objective …
interested in using physiological data, such as Electrodermal Activity (EDA), as an objective …
Dissecting the temporal dynamics of embodied collaborative learning using multimodal learning analytics.
Embodied collaborative learning, intertwining verbal and physical behaviors, is an intricate
learning process demanding a multifaceted approach for comprehensive understanding …
learning process demanding a multifaceted approach for comprehensive understanding …
From Complexity to Parsimony: Integrating Latent Class Analysis to Uncover Multimodal Learning Patterns in Collaborative Learning
Multimodal Learning Analytics (MMLA) leverages advanced sensing technologies and
artificial intelligence to capture complex learning processes, but integrating diverse data …
artificial intelligence to capture complex learning processes, but integrating diverse data …
Use of wearable devices in the teaching-learning process: a systematic review of the literature
Multimodal learning analytics (MMLA) has emerged as an encompassing approach to data
collection, facilitating the analysis of student interactions across a variety of resources …
collection, facilitating the analysis of student interactions across a variety of resources …
[HTML][HTML] Enhancing Multimodal Learning Analytics: A Comparative Study of Facial Features Captured Using Traditional vs 360-Degree Cameras in Collaborative …
ABSTRACT Multimodal Learning Analytics (MMLA) has emerged as a powerful approach
within the computer-supported collaborative learning community, offering nuanced insights …
within the computer-supported collaborative learning community, offering nuanced insights …