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E-Learning systems : intelligent techniques for personalization /

This monograph provides a comprehensive research review of intelligent techniques for personalisation of e-learning systems. Special emphasis is given to intelligent tutoring systems as a particular class of e-learning systems, which support and improve the learning and teaching of domain-specific k...

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Bibliographic Details
Main Authors: Klasnja-Milicevic, Aleksandra
Corporate Authors: SpringerLink Online service
Group Author: Vesin, Boban; Ivanovi , Mirjana; Budimac, Zoran; Jain, L. C
Published: Springer International Publishing : Imprint: Springer,
Publisher Address: Cham :
Publication Dates: 2017.
Literature type: eBook
Language: English
Series: Intelligent Systems Reference Library, 112
Subjects:
Engineering
Artificial intelligence
Educational technology
Computational intelligence
Information Systems Applications incl. Internet
Artificial Intelligence incl. Robotics
Online Access: http://dx.doi.org/10.1007/978-3-319-41163-7
Summary: This monograph provides a comprehensive research review of intelligent techniques for personalisation of e-learning systems. Special emphasis is given to intelligent tutoring systems as a particular class of e-learning systems, which support and improve the learning and teaching of domain-specific knowledge. A new approach to perform effective personalization based on Semantic web technologies achieved in a tutoring system is presented. This approach incorporates a recommender system based on collaborative tagging techniques that adapts to the interests and level of students' knowledge. Thes
Carrier Form: 1 online resource(xxiii,294pages): illustrations.
ISBN: 9783319411637
Index Number: Q342
CLC: TP18
Contents: Part I Preliminaries -- Part II E-Learning Systems Personalization -- Part III Semantic Web Technologies in E-Learning -- Part IV Case Study: Design and Implementation of Tutoring System -- Part V Evaluation and Discussion.

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