Intelligent Systems and Learning Data Analytics in Online Education A volume in Intelligent Data-Centric Systems by Santi Caballé
Publisher: Academic Press
Print ISBN: 9780128234105, 0128234105
eText ISBN: 9780128231272, 0128231270
Copyright year: 2021
Intelligent Systems and Learning Data Analytics in Online Education provides novel artificial intelligence (AI) and analytics-based methods to improve online teaching and learning. This book addresses key problems such as attrition and lack of engagement in MOOCs and online learning in general.
This book explores the state of the art of artificial intelligence, software tools and innovative learning strategies to provide better understanding and solutions to the various challenges of current e-learning in general and MOOC education. In particular, Intelligent Systems and Learning Data Analytics in Online Education shares stimulating theoretical and practical research from leading international experts. This publication provides useful references for educational institutions, industry, academic researchers, professionals, developers, and practitioners to evaluate and apply.
Presents the application of innovative AI techniques to collaborative learning activities
Offers strategies to provide automatic and effective tutoring to students’ activities
Offers methods to collect, analyze and correctly visualize learning data in educational environments
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