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001 978-3-319-41163-7
003 DE-He213
005 20220801222235.0
007 cr nn 008mamaa
008 160719s2017 sz | s |||| 0|eng d
020 _a9783319411637
_9978-3-319-41163-7
024 7 _a10.1007/978-3-319-41163-7
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aKlašnja-Milićević, Aleksandra.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_960452
245 1 0 _aE-Learning Systems
_h[electronic resource] :
_bIntelligent Techniques for Personalization /
_cby Aleksandra Klašnja-Milićević, Boban Vesin, Mirjana Ivanović, Zoran Budimac, Lakhmi C. Jain.
250 _a1st ed. 2017.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2017.
300 _aXXIII, 294 p. 126 illus., 102 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aIntelligent Systems Reference Library,
_x1868-4408 ;
_v112
505 0 _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.
520 _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. .
650 0 _aComputational intelligence.
_97716
650 0 _aEducational technology.
_924353
650 0 _aApplication software.
_960453
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aDigital Education and Educational Technology.
_933307
650 2 4 _aComputer and Information Systems Applications.
_960454
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aVesin, Boban.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_960455
700 1 _aIvanović, Mirjana.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_960456
700 1 _aBudimac, Zoran.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_960457
700 1 _aJain, Lakhmi C.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_960458
710 2 _aSpringerLink (Online service)
_960459
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319411613
776 0 8 _iPrinted edition:
_z9783319411620
776 0 8 _iPrinted edition:
_z9783319822846
830 0 _aIntelligent Systems Reference Library,
_x1868-4408 ;
_v112
_960460
856 4 0 _uhttps://doi.org/10.1007/978-3-319-41163-7
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c80551
_d80551