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000827714 019__ $$a1028807020$$a1028885606$$a1028951021$$a1028972598$$a1029050306$$a1029077168$$a1029206382
000827714 020__ $$a9789811053733$$q(electronic book)
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000827714 0247_ $$a10.1007/978-981-10-5373-3$$2doi
000827714 035__ $$aSP(OCoLC)on1028553154
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000827714 049__ $$aISEA
000827714 050_4 $$aQA76.5915
000827714 08204 $$a004$$223
000827714 24500 $$aContext-aware collaborative prediction /$$cShu Wu, Qiang Liu, Liang Wang, Tieniu Tan.
000827714 264_1 $$aSingapore :$$bSpringer,$$c2017.
000827714 300__ $$a1 online resource.
000827714 336__ $$atext$$btxt$$2rdacontent
000827714 337__ $$acomputer$$bc$$2rdamedia
000827714 338__ $$aonline resource$$bcr$$2rdacarrier
000827714 347__ $$atext file$$bPDF$$2rda
000827714 4901_ $$aSpringerBriefs in computer science,$$x2191-5768
000827714 504__ $$aIncludes bibliographical references.
000827714 5050_ $$a1. Introduction -- 2. Context-Aware Collaborative Prediction -- 3. Context Operation -- 4. Hierarchical Representation -- 5. Context-Aware Recurrent Structure -- 6. Performance of Different Collaborative Prediction Tasks.
000827714 506__ $$aAccess limited to authorized users.
000827714 520__ $$aThis book presents two collaborative prediction approaches based on contextual representation and hierarchical representation, and their applications including context-aware recommendation, latent collaborative retrieval and click-through rate prediction. The proposed techniques offer significant improvements over current methods, the key determinants being the incorporated contextual representation and hierarchical representation. To provide a background to the core ideas presented, it offers an overview of contextual modeling and the theory of contextual representation and hierarchical representation, which are constructed for the joint interaction of entities and contextual information. The book offers a rich blend of theory and practice, making it a valuable resource for students, researchers and practitioners who need to construct systems of information retrieval, data mining and recommendation systems with contextual information.
000827714 588__ $$aOnline resource; title from PDF title page (viewed March 14, 2018)
000827714 650_0 $$aContext-aware computing.
000827714 7001_ $$aWu, Shu,$$eauthor.
000827714 7001_ $$aLiu, Qiang,$$eauthor.
000827714 7001_ $$aWang, Liang,$$eauthor.
000827714 7001_ $$aTan, Tieniu,$$eauthor.
000827714 77608 $$iPrint version: $$z9811053723$$z9789811053726$$w(OCoLC)988280136
000827714 830_0 $$aSpringerBriefs in computer science.
000827714 852__ $$bebk
000827714 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-981-10-5373-3$$zOnline Access$$91397441.1
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000827714 980__ $$aEBOOK
000827714 980__ $$aBIB
000827714 982__ $$aEbook
000827714 983__ $$aOnline
000827714 994__ $$a92$$bISE