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dc.contributor.authorAslan, Burak Galip
dc.contributor.authorİnceoğlu, Mustafa Murat
dc.date.accessioned2016-08-04T08:14:12Z
dc.date.available2016-08-04T08:14:12Z
dc.date.issued2007
dc.identifier.citationAslan, B. G., and İnceoğlu, M. M. (2007). Machine learning based learner modeling for adaptive web-based learning. Lecture Notes in Computer Science, 4705 LNCS(PART 1), 1133-1145. doi:10.1007/978-3-540-74472-6_94en_US
dc.identifier.isbn9783540744689
dc.identifier.issn0302-9743
dc.identifier.urihttp:/doi.org/10.1007/978-3-540-74472-6_94
dc.identifier.urihttp://hdl.handle.net/11147/2048
dc.descriptionInternational Conference on Computational Science and its Applications, ICCSA 2007; Kuala Lumpur; Malaysia; 26 August 2007 through 29 August 2007en_US
dc.description.abstractEspecially in the first decade of this century, learner adapted interaction and learner modeling are becoming more important in the area of web-based learning systems. The complicated nature of the problem is a serious challenge with vast amount of data available about the learners. Machine learning approaches have been used effectively in both user modeling, and learner modeling implementations. Recent studies on the challenges and solutions about learner modeling are explained in this paper with the proposal of a learner modeling framework to be used in a web-based learning system. The proposed system adopts a hybrid approach combining three machine learning techniques in three stages.en_US
dc.language.isoengen_US
dc.publisherSpringeren_US
dc.relation.isversionof10.1007/978-3-540-74472-6_94en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAdaptive web-based learningen_US
dc.subjectLearner modelingen_US
dc.subjectMachine learningen_US
dc.subjectLearning systemsen_US
dc.subjectInteractive computer systemsen_US
dc.titleMachine learning based learner modeling for adaptive web-based learningen_US
dc.typeconferenceObjecten_US
dc.contributor.authorIDTR114311en_US
dc.contributor.institutionauthorAslan, Burak Galip
dc.relation.journalLecture Notes in Computer Scienceen_US
dc.contributor.departmentIzmir Institute of Technology. Computer Engineeringen_US
dc.identifier.volume4705 LNCSen_US
dc.identifier.issuePART 1en_US
dc.identifier.startpage1133en_US
dc.identifier.endpage1145en_US
dc.identifier.wosWOS:000250429300094
dc.identifier.scopusSCOPUS:2-s2.0-38049034940
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US


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