Can I read Bridging Learning Sciences, Machine Learning and Affective Computing for Understanding Cognition and Affect in Collaborative Learning on EtoBox?

Bridging Learning Sciences, Machine Learning and Affective Computing for Understanding Cognition and Affect in Collaborative Learning by Järvelä, Sanna; GaÅ¡eviÄ, Dragan; Seppänen, Tapio; Pechenizkiy, Mykola; Kirschner, Paul A. is a Social Sciences article available to read on EtoBox.

What is Bridging Learning Sciences, Machine Learning and Affective Computing for Understanding Cognition and Affect in Collaborative Learning about?

## Abstract Collaborative learning (CL) can be a powerful method for sharing understanding between learners. To this end, strategic regulation of processes, such as cognition and affect (including metacognition, emotion and motivation) is key. Decades of research on self‐regulated learning has advanced our understanding about the need for and complexity of those mediating processes in learning. Recent research has shown that it is not only the individual's but also the group's shared processes that matter and, thus, that regulation at the group level is critical for learning success. A problem here is that the “shared” processes in CL are invisible, which makes it almost impossible for researchers to study and understand them, for learners to recognize them and for teachers to support them. Traditionally, research has not been able to make these processes visible nor has it been able to collect data about them. With the aid of advanced technologies, signal processing and machine learning, we are on the verge of “seeing” these complex phenomena and understanding how they interact. We posit that technological solutions and digital tools available today and in the future will help adv

Who reads Bridging Learning Sciences, Machine Learning and Affective Computing for Understanding Cognition and Affect in Collaborative Learning?

Author

Järvelä, Sanna; GaÅ¡eviÄ, Dragan; Seppänen, Tapio; Pechenizkiy, Mykola; Kirschner, Paul A.

Publisher

John Wiley and Sons; Wiley (Blackwell Publishing); Blackwell Publishing Inc.; Wiley (ISSN 0007-1013)

Published

2020

Language

EN

Field

Social Sciences