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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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Autore: Klašnja-Milićević Aleksandra Visualizza persona
Titolo: E-Learning Systems : Intelligent Techniques for Personalization / / by Aleksandra Klašnja-Milićević, Boban Vesin, Mirjana Ivanović, Zoran Budimac, Lakhmi C. Jain Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Edizione: 1st ed. 2017.
Descrizione fisica: 1 online resource (XXIII, 294 p. 126 illus., 102 illus. in color.)
Disciplina: 371.3344678
Soggetto topico: Computational intelligence
Educational technology
Application software
Artificial intelligence
Computational Intelligence
Educational Technology
Information Systems Applications (incl. Internet)
Artificial Intelligence
Persona (resp. second.): VesinBoban
IvanovićMirjana
BudimacZoran
JainLakhmi C
Nota di bibliografia: Includes bibliographical references at the end of each chapters.
Nota di contenuto: 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.
Sommario/riassunto: 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. .
Titolo autorizzato: E-Learning Systems  Visualizza cluster
ISBN: 3-319-41163-2
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910254167503321
Lo trovi qui: Univ. Federico II
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Serie: Intelligent Systems Reference Library, . 1868-4394 ; ; 112