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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 …
Multimodal data capabilities for learning: What can multimodal data tell us about learning?
Most research on learning technology uses clickstreams and questionnaires as their primary
source of quantitative data. This study presents the outcomes of a systematic literature …
source of quantitative data. This study presents the outcomes of a systematic literature …
Immersive procedural training in virtual reality: A systematic literature review
Introduction Virtual reality (VR) head-mounted displays (HMDs) offer an immersive learning
experience that could replicate real-life training. Our review identifies and critically analyses …
experience that could replicate real-life training. Our review identifies and critically analyses …
Multimodal data fusion in learning analytics: A systematic review
S Mu, M Cui, X Huang - Sensors, 2020 - mdpi.com
Multimodal learning analytics (MMLA), which has become increasingly popular, can help
provide an accurate understanding of learning processes. However, it is still unclear how …
provide an accurate understanding of learning processes. However, it is still unclear how …
[HTML][HTML] Children's play and problem-solving in motion-based learning technologies using a multi-modal mixed methods approach
Abstract Motion-Based Learning Technologies (MBLT) offer a promising approach for
integrating play and problem-solving behaviour within children's learning. The proliferation …
integrating play and problem-solving behaviour within children's learning. The proliferation …
Technology-enhanced embodied learning
The enactment of embodied learning in the authentic classroom introduces new challenges.
The educational system has yet to develop a clear vision or learning design models that …
The educational system has yet to develop a clear vision or learning design models that …
Embodied learning in a digital world: A systematic review of empirical research in K-12 education
There is a widespread assumption that technology-enhanced embodied learning
environments, which are grounded on the notion of embodied cognition, can promote …
environments, which are grounded on the notion of embodied cognition, can promote …
Measuring and classifying students' cognitive load in pen‐based mobile learning using handwriting, touch gestural and eye‐tracking data
Although the utilization of mobile technologies has recently emerged in various educational
settings, limited research has focused on cognitive load detection in the pen‐based learning …
settings, limited research has focused on cognitive load detection in the pen‐based learning …
Keep calm and do not carry-forward: Toward sensor-data driven AI agent to enhance human learning
The integration of Multimodal Data (MMD) and embodied learning systems (such as Motion
Based Educational Games, MBEG), can help learning researchers to better understand the …
Based Educational Games, MBEG), can help learning researchers to better understand the …
[PDF][PDF] A modern approach to transition analysis and process mining with Markov models in education
In the previous two chapters, we have learned about sequence analysis [1, 2] and its
relevance to educational research. This chapter presents a closely-related method …
relevance to educational research. This chapter presents a closely-related method …