Klašnja-Milicevic / Klasnja-Milicevic / Vesin E-Learning Systems

Intelligent Techniques for Personalization
1. Auflage 2017
ISBN: 978-3-319-41163-7
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 112, 294 Seiten, eBook

Reihe: Intelligent Systems Reference Library

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.

Zielgruppe

Research

Autoren/Hrsg.

Klašnja-Milicevic, Aleksandra

Klasnja-Milicevic, Aleksandra

Vesin, Boban

Ivanovic, Mirjana

Budimac, Zoran

Jain, Lakhmi C.

Inhaltsverzeichnis

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.