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200 10$aE-Learning Systems$b[electronic resource] $eIntelligent Techniques for Personalization /$fby Aleksandra Kla?nja-Mili?evi?, Boban Vesin, Mirjana Ivanovi?, Zoran Budimac, Lakhmi C. Jain
205   $a1st ed. 2017.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017.
215   $a1 online resource (XXIII, 294 p. 126 illus., 102 illus. in color.) 
225 1 $aIntelligent Systems Reference Library,$x1868-4394 ;$v112
311   $a3-319-41161-6 
320   $aIncludes bibliographical references at the end of each chapters.
327   $aPart 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.
330   $aThis monograph provides a comprehensive research review of intelligent techniques for personalisation of e-learning systems. Special emphasis is given to intelligent tutoring systems as a particular class of e-learning systems, which support and improve the learning and teaching of domain-specific knowledge. A new approach to perform effective personalization based on Semantic web technologies achieved in a tutoring system is presented. This approach incorporates a recommender system based on collaborative tagging techniques that adapts to the interests and level of students' knowledge. These innovations are important contributions of this monograph. Theoretical models and techniques are illustrated on a real personalised tutoring system for teaching Java programming language. The monograph is directed to, students and researchers interested in the e-learning and personalization techniques. .
410  0$aIntelligent Systems Reference Library,$x1868-4394 ;$v112
606   $aComputational intelligence
606   $aEducational technology
606   $aApplication software
606   $aArtificial intelligence
606   $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014
606   $aEducational Technology$3https://scigraph.springernature.com/ontologies/product-market-codes/O21000
606   $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040
606   $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000
615  0$aComputational intelligence.
615  0$aEducational technology.
615  0$aApplication software.
615  0$aArtificial intelligence.
615 14$aComputational Intelligence.
615 24$aEducational Technology.
615 24$aInformation Systems Applications (incl. Internet).
615 24$aArtificial Intelligence.
676   $a371.3344678
700   $aKla?nja-Mili?evi?$b Aleksandra$4aut$4http://id.loc.gov/vocabulary/relators/aut$0853026
702   $aVesin$b Boban$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aIvanovi?$b Mirjana$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aBudimac$b Zoran$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aJain$b Lakhmi C$4aut$4http://id.loc.gov/vocabulary/relators/aut
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