E-Learning Systems Intelligent Techniques for Personalization /

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 k...

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Detaylı Bibliyografya
Asıl Yazarlar: Klašnja-Milićević, Aleksandra (Yazar), Vesin, Boban (Yazar), Ivanović, Mirjana (Yazar), Budimac, Zoran (Yazar), Jain, Lakhmi C. (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edisyon:1st ed. 2017.
Seri Bilgileri:Intelligent Systems Reference Library, 112
Konular:
Computational intelligence.
Educational technology.
Application software.
Artificial intelligence.
Computational Intelligence.
Digital Education and Educational Technology.
Computer and Information Systems Applications.
Artificial Intelligence.
Online Erişim:Full-text access
OPAC'ta görüntüle
Diğer Bilgiler
Özet: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. .
Fiziksel Özellikler:XXIII, 294 p. 126 illus., 102 illus. in color. online resource.
ISBN:9783319411637
ISSN:1868-4408 ;
DOI:10.1007/978-3-319-41163-7

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