E-Learning Systems

Intelligent Techniques for Personalization

Autor: Aleksandra Klasnja-Milicevic, Boban Vesin, Ivanovic, Mirjana (University of Novi Sad, Faculty of Sciences, Novi Sad, Serbia)

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Editura: Springer International Publishing AG

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This monograph provides a comprehensive research review of intelligent techniques for personalisatio...

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Autor

Aleksandra Klasnja-Milicevic, Boban Vesin, Ivanovic, Mirjana (University of Novi Sad, Faculty of Sciences, Novi Sad, Serbia)

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

294

EAN

9783319822846

ISBN

9783319822846

Enbook ID

19703873

Editura

Springer International Publishing AG

Greutate

4861

Dimensiuni

155 x 235 x 18

Descriere completă

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. These innovations are important contributions of this monograph. Theoretical models and techniques are illustrated on a real personalised tutoring system for teaching Java programming language. The monograph is directed to, students and researchers interested in the e-learning and personalization techniques.

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E-Learning Systems

Intelligent Techniques for Personalization

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