Artificial Intelligence in Multimodal Learning Process Analytics: Theories, Methods and Applications - Couverture rigide

Nguyen, Andy; Sharma, Kshitij; Nguyen, Ha

 
9781035353804: Artificial Intelligence in Multimodal Learning Process Analytics: Theories, Methods and Applications
Couverture rigide
ISBN 10 : 1035353806 ISBN 13 : 9781035353804
Editeur : Edward Elgar Publishing Ltd, 2026

Synopsis

In this cutting-edge book, Andy Nguyen, Kshitij Sharma and Ha Nguyen explain how AI can improve our understanding of how people learn. The authors demonstrate how, by analysing multimodal data from different channels, including eye gazes, physiological data and self-reports, AI can provide a clearer picture of what learners think, feel, and do, going far beyond traditional tests or surveys.


The authors introduce both classical and deep learning methods for collecting and analyzing data, with a particular focus on multimodal learning process analytics. They explore how large language models and generative AI tools can facilitate human-AI collaboration, while addressing ethical and privacy issues such as fairness, transparency and inclusivity. Integrating theoretical, methodological, and practical perspectives, authors demonstrate how using AI responsibly and thoughtfully can create more inclusive, adaptive and evidence-based learning environments.


Artificial Intelligence in Multimodal Learning Process Analytics is a vital reference for scholars and students of learning sciences and pedagogy, particularly those focusing on educational technology, learning analytics and human-computer interaction. It is also highly beneficial for educators and educational policymakers interested in how AI can support learning.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Andy Nguyen, Associate Professor, Learning and Educational Technology (LET) Research Lab, University of Oulu, Finland, Kshitij Sharma, Associate Professor, Norwegian University of Science and Technology, Norway and Ha Nguyen, Assistant Professor, Learning Sciences and Psychological Studies, University of North Carolina at Chapel Hill, USA

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Edward Elgar Publishing Ltd
Date d'édition
2026
Langue
anglais
ISBN 10 
1035353806
ISBN 13 
9781035353804
Reliure
Relié
Nombre de pages
208
Coordonnées du fabricant
non disponible
Personne responsable
non disponible