E-learning systems : intelligent techniques for personalization

• Main Authors: Klašnja-Milićević, Aleksandra, (Author), Vesin, Boban, (Author), Ivanović, Mirjana, (Author), Budimac, Zoran, (Author), Jain, L. C., (Author)
• Format: eBook
• Language: English
• Published: Switzerland : Springer, [2016]
• Series: Intelligent systems reference library ; v. 112.
• Subjects: Web-based instruction.; elektronické knihy; electronic books
• ISBN: 9783319411637; 9783319411613
• Physical Description: 1 online resource (xxiii, 294 pages) : illustrations (some color)
• ISSN: 1868-4394
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

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. .