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Volumn , Issue , 2014, Pages 173-182

Leveraging user libraries to bootstrap collaborative filtering

Author keywords

cold start; collaborative filtering; document recommendations; side information; topic modeling

Indexed keywords


EID: 84907020154     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2623330.2623663     Document Type: Conference Paper
Times cited : (8)

References (21)
  • 3
    • 57349146373 scopus 로고    scopus 로고
    • Lessons from the netflix prize challenge
    • R. M. Bell and Y. Koren. Lessons from the netflix prize challenge. SIGKDD Explorations, 9(2):75-79, 2007.
    • (2007) SIGKDD Explorations , vol.9 , Issue.2 , pp. 75-79
    • Bell, R.M.1    Koren, Y.2
  • 4
    • 34249957970 scopus 로고
    • Active set algorithms for isotonic regression; a unifying framework
    • M. J. Best and N. Chakravarti. Active set algorithms for isotonic regression; a unifying framework. Math. Program., 47:425-439, 1990.
    • (1990) Math. Program. , vol.47 , pp. 425-439
    • Best, M.J.1    Chakravarti, N.2
  • 5
    • 52449116403 scopus 로고    scopus 로고
    • A correlated topic model of science
    • D. M. Blei and J. D. Lafferty. A correlated topic model of science. AAS, 1(1):17-35, 2007.
    • (2007) AAS , vol.1 , Issue.1 , pp. 17-35
    • Blei, D.M.1    Lafferty, J.D.2
  • 11
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • Nov.
    • M. I. Jordan, Z. Ghahramani, T. S. Jaakkola, and L. K. Saul. An introduction to variational methods for graphical models. Mach. Learn., 37(2):183-233, Nov. 1999.
    • (1999) Mach. Learn. , vol.37 , Issue.2 , pp. 183-233
    • Jordan, M.I.1    Ghahramani, Z.2    Jaakkola, T.S.3    Saul, L.K.4
  • 13
    • 77956556686 scopus 로고    scopus 로고
    • Replicated softmax: An undirected topic model
    • Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors
    • R. Salakhutdinov and G. Hinton. Replicated softmax: an undirected topic model. In Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors, Advances in Neural Information Processing Systems 22 (NIPS), pages 1607-1614. 2009.
    • (2009) Advances in Neural Information Processing Systems 22 (NIPS) , pp. 1607-1614
    • Salakhutdinov, R.1    Hinton, G.2
  • 15
    • 85161989354 scopus 로고    scopus 로고
    • Probabilistic matrix factorization
    • J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, MIT Press, Cambridge, MA
    • R. Salakhutdinov and A. Mnih. Probabilistic matrix factorization. In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20 (NIPS), pages 1257-1264. MIT Press, Cambridge, MA, 2008.
    • (2008) Advances in Neural Information Processing Systems 20 (NIPS) , pp. 1257-1264
    • Salakhutdinov, R.1    Mnih, A.2
  • 16
    • 79951750366 scopus 로고    scopus 로고
    • Generalized probabilistic matrix factorizations for collaborative filtering
    • Washington, DC, USA, IEEE Computer Society
    • H. Shan and A. Banerjee. Generalized probabilistic matrix factorizations for collaborative filtering. In Proceedings of the 2010 IEEE International Conference on Data Mining, ICDM '10, pages 1025-1030, Washington, DC, USA, 2010. IEEE Computer Society.
    • (2010) Proceedings of the 2010 IEEE International Conference on Data Mining, ICDM '10 , pp. 1025-1030
    • Shan, H.1    Banerjee, A.2
  • 21
    • 84877630966 scopus 로고    scopus 로고
    • Variational inference in nonconjugate models
    • Apr.
    • C. Wang and D. M. Blei. Variational inference in nonconjugate models. Journal of Machine Learning Research, 14(1):1005-1031, Apr. 2013.
    • (2013) Journal of Machine Learning Research , vol.14 , pp. 1005-1031
    • Wang, C.1    Blei, D.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.