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010   $a3-642-31454-6
024 7 $a10.1007/978-3-642-31454-4
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035   $a(SSID)ssj0000697646
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035   $a(PQKBTitleCode)TC0000697646
035   $a(PQKBWorkID)10707668
035   $a(PQKB)11120213
035   $a(DE-He213)978-3-642-31454-4
035   $a(MiAaPQ)EBC3070606
035   $a(PPN)168319411
035   $a(Association for Computing Machinery)10.5555/2358968
035   $a(EXLCZ)993400000000085366
100   $a20120618d2012      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt
182   $cc
183   $acr
200 10$aUser Modeling, Adaptation, and Personalization $e20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012 Proceedings /$fedited by Judith Masthoff, Bamshad Mobasher, Michel Desmarais, Roger Nkambou
205   $a1st ed. 2012.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012.
215   $a1 online resource (XVIII, 396 p. 105 illus.) 
225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v7379
300   $aInternational conference proceedings.
311   $a3-642-31453-8 
320   $aIncludes bibliographical references and author index.
330   $aThis book constitutes the refereed proceedings of the 20 th International Conference on User Modeling, Adaptation, and Personalization, held in Montreal, Canada, in July 2012. The 22 long and 7 short papers of the Research Paper Track presented were carefully reviewed and selected from 101 submissions. The papers are organized in topical sections on user engagement; trust; user motivation, attention, and effort; recommender systems (including topics such as matrix factorization, critiquing, noise and spam in recommender systems); user centered design and evaluation; educational data mining; modeling learners; user models in microblogging; and visualization. The Industry Paper Track covered innovative commercial implementations or applications of UMAP technologies, and experience in applying recent research advances in practice. 2 long and 1 short papers were accepted of 5 submissions.
410  0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v7379
517 3 $aUMAP'12
606   $aUser interfaces (Computer systems)
606   $aInformation storage and retrieval
606   $aArtificial intelligence
606   $aApplication software
606   $aE-commerce
606   $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067
606   $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032
606   $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000
606   $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040
606   $ae-Commerce/e-business$3https://scigraph.springernature.com/ontologies/product-market-codes/I26000
615  0$aUser interfaces (Computer systems).
615  0$aInformation storage and retrieval.
615  0$aArtificial intelligence.
615  0$aApplication software.
615  0$aE-commerce.
615 14$aUser Interfaces and Human Computer Interaction.
615 24$aInformation Storage and Retrieval.
615 24$aArtificial Intelligence.
615 24$aInformation Systems Applications (incl. Internet).
615 24$ae-Commerce/e-business.
676   $a005.437
676   $a4.019
702   $aMasthoff$b Judith$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aMobasher$b Bamshad$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aDesmarais$b Michel$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aNkambou$b Roger$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a996465526503316
996   $aUser Modeling, Adaptation, and Personalization$9774225
997   $aUNISA