From signals to knowledge: A conceptual model for multimodal learning analytics

Author:

Di Mitri Daniele1ORCID,Schneider Jan1,Specht Marcus1,Drachsler Hendrik1

Affiliation:

1. Welten Institute - Research Centre for Learning, Teaching and Technology, Open University of Netherlands; The Netherlands

Publisher

Wiley

Subject

Computer Science Applications,Education

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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