E-Learning Systems [[electronic resource] ] : 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
|
| Titolo: |
E-Learning Systems [[electronic resource] ] : Intelligent Techniques for Personalization / / by Aleksandra Klašnja-Milićević, Boban Vesin, Mirjana Ivanović, Zoran Budimac, Lakhmi C. Jain
|
| 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 |
| 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 |
| Opac: | Controlla la disponibilità qui |
Serie:
Intelligent Systems Reference Library, . 1868-4394 ; ; 112