From signals to knowledge: A conceptual model for multimodal learning analytics
Author:
Affiliation:
1. Welten Institute - Research Centre for Learning, Teaching and Technology, Open University of Netherlands; The Netherlands
Publisher
Wiley
Subject
Computer Science Applications,Education
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/jcal.12288/fullpdf
Reference69 articles.
1. Semi-supervised model personalization for improved detection of learner's emotional engagement;Alyuz;Proceedings of the 18th ACM International Conference on Multimodal Interaction - ICMI 2016,2016
2. Detecting naturalistic expressions of nonbasic affect using physiological signals;Alzoubi;IEEE Transactions on Affective Computing,2012
3. Half a minute: Predicting teacher evaluations from thin slices of nonverbal behavior and physical attractiveness;Ambady;Journal of Personality and Social Psychology,1993
4. Spanning seven orders of magnitude: A challenge for cognitive modeling;Anderson;Cognitive Science,2002
5. Understanding student learning trajectories using multimodal learning analytics within an embodied- interaction learning environment;Andrade;Proceedings of the Seventh International Learning Analytics & Knowledge Conference,2017
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