The promise and challenges of multimodal learning analytics

The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice

Reinhard Pekrun · Educational Psychology Review · 2006 · 5.2K citations

Education, Educational Psychology, Psychology +11

Multimodal Machine Learning: A Survey and Taxonomy

Tadas Baltrušaitis, Chaitanya Ahuja, Louis‐Philippe Morency · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 4.2K citations

Computing, Computer Science, Computer Vision +13

Cognitive load theory, learning difficulty, and instructional design

John Sweller · Learning and Instruction · 1994 · 3.6K citations

Education, Educational Psychology, Instruction +13

Social signal processing: Survey of an emerging domain

Alessandro Vinciarelli, Maja Pantić, Hervé Bourlard · Image and Vision Computing · 2008 · 807 citations · Full text

Natural Sciences, Behavioral Sciences, Social Cognition +6

Multimodal Learning Analytics and Education Data Mining: using computational technologies to measure complex learning tasks

Paulo Blikstein, Marcelo Worsley · Journal of Learning Analytics · 2016 · 440 citations · Full text

Education, Educational Measurement, Educational Technology +12