메뉴 건너뛰기




Volumn , Issue , 2012, Pages 403-414

Kernelized probabilistic matrix factorization: Exploiting graphs and side information

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; FACTORIZATION; IMAGE RECONSTRUCTION; RECOMMENDER SYSTEMS; SPACE DIVISION MULTIPLE ACCESS;

EID: 84880250677     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1137/1.9781611972825.35     Document Type: Conference Paper
Times cited : (163)

References (21)
  • 1
    • 77950940282 scopus 로고    scopus 로고
    • Da: Matrix factorization through latent dirichlet allocation
    • Deepak Agarwal and Bee-Chung Chen. da: Matrix factorization through latent dirichlet allocation. In WSDM, 2010.
    • (2010) WSDM
    • Agarwal, D.1    Chen, B.-C.2
  • 5
    • 0033285309 scopus 로고    scopus 로고
    • Texture synthesis by nonparametric sampling
    • A. Efros and T. Leung. Texture synthesis by nonparametric sampling. In Proc. ICCV, pages 1033-1038, 1999.
    • (1999) Proc. ICCV , pp. 1033-1038
    • Efros, A.1    Leung, T.2
  • 6
    • 33847766633 scopus 로고    scopus 로고
    • Random-walk computation of similarities between nodes of a graph with application to collaborative recommendation
    • F. Fouss, A. Pirotte, J.-M. Renders, and M. Saerens. Random-walk computation of similarities between nodes of a graph with application to collaborative recommendation. IEEE Transactions on Knowledge and Data Engineering, 19(3):355-369, 2007.
    • (2007) IEEE Transactions on Knowledge and Data Engineering , vol.19 , Issue.3 , pp. 355-369
    • Fouss, F.1    Pirotte, A.2    Renders, J.-M.3    Saerens, M.4
  • 7
    • 78649926860 scopus 로고    scopus 로고
    • A matrix factorization technique with trust propagation for recommendation in social networks
    • M. Jamali and M. Ester. A matrix factorization technique with trust propagation for recommendation in social networks. In RecSys, 2010.
    • (2010) RecSys
    • Jamali, M.1    Ester, M.2
  • 8
    • 0041775676 scopus 로고    scopus 로고
    • Diffusion kernels on graphs and other discrete structures
    • R. Kondor and J. Laerty. Diffusion kernels on graphs and other discrete structures. In ICML, 2001.
    • (2001) ICML
    • Kondor, R.1    Laerty, J.2
  • 9
    • 71149119166 scopus 로고    scopus 로고
    • Non-linear matrix factorization with Gaussian processes
    • N. Lawrence and R. Urtasun. Non-linear matrix factorization with Gaussian processes. In ICML, 2009.
    • (2009) ICML
    • Lawrence, N.1    Urtasun, R.2
  • 11
    • 70349257904 scopus 로고    scopus 로고
    • Social recommendation using probabilistic matrix factorization
    • H. Ma, H. Yang, and I. King M. Lyu. Social recommendation using probabilistic matrix factorization. In CIKM, 2008.
    • (2008) CIKM
    • Ma, H.1    Yang, H.2    Lyu, I.K.M.3
  • 14
    • 48349135120 scopus 로고    scopus 로고
    • Probabilistic matrix factorization
    • R. Salakhutdinov and A. Mnih. Probabilistic matrix factorization. In NIPS, 2007.
    • (2007) NIPS
    • Salakhutdinov, R.1    Mnih, A.2
  • 15
    • 56449131205 scopus 로고    scopus 로고
    • Bayesian probabilistic matrix factorization using markov chain monte carlo
    • R. Salakhutdinov and A. Mnih. Bayesian probabilistic matrix factorization using Markov chain Monte Carlo. In ICML, 2008.
    • (2008) ICML
    • Salakhutdinov, R.1    Mnih, A.2
  • 16
    • 85052617391 scopus 로고    scopus 로고
    • Item-based collaborative filtering recommendation algorithms
    • B. M. Sarwar, G. Karypis, J. A. Konstan, and J. Reidl. Item-based collaborative filtering recommendation algorithms. In WWW, 10, pages 285-295, 2001.
    • (2001) WWW , vol.10 , pp. 285-295
    • Sarwar, B.M.1    Karypis, G.2    Konstan, J.A.3    Reidl, J.4
  • 18
    • 79951750366 scopus 로고    scopus 로고
    • Generalized probabilistic matrix factorizations for collaborative filtering
    • H. Shan and A. Banerjee. Generalized probabilistic matrix factorizations for collaborative filtering. In ICDM, 2010.
    • (2010) ICDM
    • Shan, H.1    Banerjee, A.2
  • 21
    • 80052666619 scopus 로고    scopus 로고
    • Collaborative topic modeling for recommending scientific articles
    • Chong Wang and David Blei. Collaborative topic modeling for recommending scientific articles. In SIGKDD, 2011.
    • (2011) SIGKDD
    • Wang, C.1    Blei, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.