E-Learning Systems

Intelligent Techniques for Personalization
 Previously published in hardcover
Besorgungstitel | Lieferzeit:3-5 Tage I
ISBN-13:
9783319822846
Einband:
Previously published in hardcover
Erscheinungsdatum:
31.05.2018
Seiten:
320
Autor:
Zoran Budimac
Gewicht:
485 g
Format:
235x155x17 mm
Sprache:
Englisch
Beschreibung:

Provides a comprehensive research review of intelligent techniques for personalization of e-learning systems
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.
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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