E-Learning Systems

£89.50

E-Learning Systems

Intelligent Techniques for Personalization

Educational equipment and technology, computer-aided learning (CAL) Applied computing Artificial intelligence

Authors: Aleksandra Klasnja-Milicevic, Boban Vesin, Mirjana Ivanovic, Zoran Budimac, Lakhmi C. Jain

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Collection: Intelligent Systems Reference Library

Language: English

Published by: Springer

Published on: 19th July 2016

Format: LCP-protected ePub

Size: 5 Mb

ISBN: 9783319411637


Overview

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.

New Approach

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.

Illustration

Theoretical models and techniques are illustrated on a real personalised tutoring system for teaching Java programming language.

Target Audience

The monograph is directed to, students and researchers interested in the e-learning and personalization techniques.

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