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Volumn , Issue , 2008, Pages 267-274

Matrix factorization and neighbor based algorithms for the netflix prize problem

Author keywords

Collaborative filtering; Matrix factorization; Neighbor based methods; Netix prize

Indexed keywords

BLENDING; CURVE FITTING; FACTORIZATION; LEARNING SYSTEMS; QUALITY OF SERVICE; SIGNAL FILTERING AND PREDICTION;

EID: 63449123891     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1454008.1454049     Document Type: Conference Paper
Times cited : (141)

References (19)
  • 2
    • 57049165370 scopus 로고    scopus 로고
    • The BellKor solution to the Netix Prize
    • Technical report, AT&T Labs Research
    • R. M. Bell, Y. Koren, and C. Volinsky. The BellKor solution to the Netix Prize. Technical report, AT&T Labs Research, 2007. http://www.netflixprize. com/assets/ProgressPrize2007-KorBell.pdf.
    • (2007)
    • Bell, R.M.1    Koren, Y.2    Volinsky, C.3
  • 7
    • 84976668719 scopus 로고
    • Using collaborative filtering to weave an information tapestry
    • D. Goldberg, D. Nichols, B. M. Oki, and D. Terry. Using collaborative filtering to weave an information tapestry. Communications of the ACM, 35(12):61-70, 1992.
    • (1992) Communications of the ACM , vol.35 , Issue.12 , pp. 61-70
    • Goldberg, D.1    Nichols, D.2    Oki, B.M.3    Terry, D.4
  • 8
    • 3042742744 scopus 로고    scopus 로고
    • Latent semantic models for collaborative filtering
    • T. Hofmann. Latent semantic models for collaborative filtering. ACM Trans. Inf. Syst., 22(1):89-115, 2004.
    • (2004) ACM Trans. Inf. Syst , vol.22 , Issue.1 , pp. 89-115
    • Hofmann, T.1
  • 13
    • 85161989354 scopus 로고    scopus 로고
    • Probabilistic matrix factorization
    • J. C. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Cambridge, MA, MIT Press
    • R. Salakhutdinov and A. Mnih. Probabilistic matrix factorization. In J. C. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, Cambridge, MA, 2008. MIT Press.
    • (2008) Advances in Neural Information Processing Systems 20
    • Salakhutdinov, R.1    Mnih, A.2
  • 19
    • 34248233686 scopus 로고    scopus 로고
    • Using SVD and demographic data for the enhancement of generalized Collaborative Filtering
    • M. G. Vozalis and K. G. Margaritis. Using SVD and demographic data for the enhancement of generalized Collaborative Filtering. Information Sciences, 177(15):3017-3037, 2007.
    • (2007) Information Sciences , vol.177 , Issue.15 , pp. 3017-3037
    • Vozalis, M.G.1    Margaritis, K.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.