03988nam 22006735 450 991025416750332120200629163600.03-319-41163-210.1007/978-3-319-41163-7(CKB)3710000000765093(DE-He213)978-3-319-41163-7(MiAaPQ)EBC4602940(PPN)194515702(EXLCZ)99371000000076509320160719d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierE-Learning Systems Intelligent Techniques for Personalization /by Aleksandra Klašnja-Milićević, Boban Vesin, Mirjana Ivanović, Zoran Budimac, Lakhmi C. Jain1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (XXIII, 294 p. 126 illus., 102 illus. in color.) Intelligent Systems Reference Library,1868-4394 ;1123-319-41161-6 Includes bibliographical references at the end of each chapters.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.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. .Intelligent Systems Reference Library,1868-4394 ;112Computational intelligenceEducational technologyApplication softwareArtificial intelligenceComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Educational Technologyhttps://scigraph.springernature.com/ontologies/product-market-codes/O21000Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computational intelligence.Educational technology.Application software.Artificial intelligence.Computational Intelligence.Educational Technology.Information Systems Applications (incl. Internet).Artificial Intelligence.371.3344678Klašnja-Milićević Aleksandraauthttp://id.loc.gov/vocabulary/relators/aut853026Vesin Bobanauthttp://id.loc.gov/vocabulary/relators/autIvanović Mirjanaauthttp://id.loc.gov/vocabulary/relators/autBudimac Zoranauthttp://id.loc.gov/vocabulary/relators/autJain Lakhmi Cauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910254167503321E-Learning Systems1998346UNINA