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E-Learning Systems

Intelligent Techniques for Personalization

By: Aleksandra Klašnja-Milićević,Boban Vesin,Mirjana Ivanović,Zoran Budimac,Lakhmi C. Jain

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E-Learning Systems

Intelligent Techniques for Personalization

By: Aleksandra Klašnja-Milićević,Boban Vesin,Mirjana Ivanović,Zoran Budimac,Lakhmi C. Jain

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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Page Count

305

Publisher

Springer

Published Date

ISBN 10

3319411632

ISBN 13

9783319411637

E-Learning Systems

Intelligent Techniques for Personalization

By: Aleksandra Klašnja-Milićević,Boban Vesin,Mirjana Ivanović,Zoran Budimac,Lakhmi C. Jain

Write a review Read reviews Take a Quiz Solve Book Puzzle

E-Learning Systems

Intelligent Techniques for Personalization

By: Aleksandra Klašnja-Milićević,Boban Vesin,Mirjana Ivanović,Zoran Budimac,Lakhmi C. Jain

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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

305

Publisher

Springer

Published Date

ISBN 10

3319411632

ISBN 13

9783319411637