E-Learning Systems - Intelligent Techniques for Personalization (Hardcover, 1st ed. 2017)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Intelligent Systems Reference Library, 112
Release date:	July 2016
First published:	2017
Authors:	Aleksandra Klasnja-Milicevic • Boban Vesin • Mirjana Ivanovic • Zoran Budimac • Lakhmi C. Jain
Dimensions:	235 x 155 x 19mm (L x W x T)
Format:	Hardcover
Pages:	294
Edition:	1st ed. 2017
ISBN-13:	978-3-319-41161-3
Categories:	Books > Social sciences > Education > Educational resources & technology > General Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-319-41161-6
Barcode:	9783319411613

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