E-Learning Systems: Intelligent Techniques for Personalization - Aleksandra Kla¿nja-Mili¿evi¿,Boban Vesin,Mirjana Ivanovi¿,Zoran Budimac,Lakhmi C. Jain
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Toimitus 12-18 arkipäivässä
30 päivän palautusoikeus
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 ... Täydellinen kuvaus
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Kuvaus
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.
Lisätietoja
| Kirjoittaja | Aleksandra Kla¿nja-Mili¿evi¿, Boban Vesin, Mirjana Ivanovi¿, Zoran Budimac, Lakhmi C. Jain |
|---|---|
| Julkaisija | Springer Nature Switzerland |
| Series | Intelligent Systems Reference Library |
| Julkaisuvuosi | 2018 |
| Kannen tyyppi | Pehmeäkantinen |
| EAN | 9783319822846 |