메뉴 건너뛰기




Volumn , Issue , 2009, Pages 13-20

A spatio-temporal approach to collaborative filtering

Author keywords

Collaborative filtering; Graphical model; Kalman filtering; Matrix factorization; Spatial modeling

Indexed keywords

COLLABORATIVE FILTERING; GRAPHICAL MODEL; KALMAN-FILTERING; MATRIX FACTORIZATIONS; SPATIAL MODELING;

EID: 72249115124     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1639714.1639719     Document Type: Conference Paper
Times cited : (70)

References (21)
  • 1
    • 64149107285 scopus 로고    scopus 로고
    • A new approach to collaborative filtering: Operator estimation with spectral regularization
    • J. Abernethy, F. Bach, T. Evgeniou, and J.-P. Vert. A new approach to collaborative filtering: Operator estimation with spectral regularization. JMLR, 2009.
    • (2009) JMLR
    • Abernethy, J.1    Bach, F.2    Evgeniou, T.3    Vert, J.-P.4
  • 2
    • 70350664430 scopus 로고    scopus 로고
    • D. Agarwal and B.-C. Chen. Regression-based latent factor models. In KDD, 2009.
    • D. Agarwal and B.-C. Chen. Regression-based latent factor models. In KDD, 2009.
  • 3
    • 77950884255 scopus 로고    scopus 로고
    • Spatio-temporal models for estimating click-rate
    • D. Agarwal, B.-C. Chen, and P. Elango. Spatio-temporal models for estimating click-rate. In WWW, 2009.
    • (2009) In WWW
    • Agarwal, D.1    Chen, B.-C.2    Elango, P.3
  • 5
    • 36849023117 scopus 로고    scopus 로고
    • D. Agarwal and S. Merugu. Predictive discrete latent factor models for large scale dyadic data. In KDD, 2007.
    • D. Agarwal and S. Merugu. Predictive discrete latent factor models for large scale dyadic data. In KDD, 2007.
  • 6
    • 14344253490 scopus 로고    scopus 로고
    • Unifying collaborative and content-based filtering
    • J. Basilico and T. Hofmann. Unifying collaborative and content-based filtering. In ICML, 2004.
    • (2004) ICML
    • Basilico, J.1    Hofmann, T.2
  • 7
    • 57349199269 scopus 로고    scopus 로고
    • D. Chakrabarti, D. Agarwal, and V. Josifovski. Contextual advertising by combining relevance with click feedback. In WWW, 2008.
    • D. Chakrabarti, D. Agarwal, and V. Josifovski. Contextual advertising by combining relevance with click feedback. In WWW, 2008.
  • 10
    • 77950941535 scopus 로고    scopus 로고
    • D.Stern, R.Herbrich, and G.Thore. Matchbox: Large scale online Bayesian recommendations. In WWW, 2009.
    • D.Stern, R.Herbrich, and G.Thore. Matchbox: Large scale online Bayesian recommendations. In WWW, 2009.
  • 12
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • J.Besag. Spatial interaction and the statistical analysis of lattice systems. J. Roy. Stat. Soc. B, 36(2):192-236, 1974.
    • (1974) J. Roy. Stat. Soc. B , vol.36 , Issue.2 , pp. 192-236
    • Besag, J.1
  • 13
    • 0001093042 scopus 로고    scopus 로고
    • Algorithms for non-negative matrix factorization
    • D. D. Lee and H. S. Seung. Algorithms for non-negative matrix factorization. In NIPS(12), 2000.
    • (2000) NIPS , vol.12
    • Lee, D.D.1    Seung, H.S.2
  • 14
    • 78751683781 scopus 로고    scopus 로고
    • Relation regularized matrix factorization
    • W. Li and D. Y. Relation regularized matrix factorization. In IJCAI, 2009.
    • (2009) IJCAI
    • Li, W.1    Y, D.2
  • 15
    • 85161972396 scopus 로고    scopus 로고
    • People tracking with the Laplacian eigenmaps latent variable model
    • Z. Lu, M. A. Carreira-Perpinan, and C. Sminchisescu. People tracking with the Laplacian eigenmaps latent variable model. In NIPS(20), 2008.
    • (2008) NIPS , vol.20
    • Lu, Z.1    Carreira-Perpinan, M.A.2    Sminchisescu, C.3
  • 16
    • 58149183811 scopus 로고    scopus 로고
    • B. M. Marlin, R. S. Zemel, S. Roweis, and M. Slaney. Collaborative filtering and the missing at random assumption. In UAI, 2007.
    • B. M. Marlin, R. S. Zemel, S. Roweis, and M. Slaney. Collaborative filtering and the missing at random assumption. In UAI, 2007.
  • 17
    • 85161989354 scopus 로고    scopus 로고
    • Probabilistic matrix factorization
    • R. Salakhutdinov and A. Mnih. Probabilistic matrix factorization. In NIPS(20), 2008.
    • (2008) NIPS , vol.20
    • Salakhutdinov, R.1    Mnih, A.2
  • 18
    • 1942516801 scopus 로고    scopus 로고
    • Weighted low-rank approximations
    • N. Srebro and T. Jaakkola. Weighted low-rank approximations. In ICML, 2003.
    • (2003) ICML
    • Srebro, N.1    Jaakkola, T.2
  • 19
    • 84898932317 scopus 로고    scopus 로고
    • Maximum margin matrix factorization
    • N. Srebro, J. Rennie, and T. Jaakkola. Maximum margin matrix factorization. In NIPS(17), 2005.
    • (2005) NIPS , vol.17
    • Srebro, N.1    Rennie, J.2    Jaakkola, T.3
  • 21
    • 85044286330 scopus 로고    scopus 로고
    • Gaussian process models for link analysis and transfer learning
    • K. Yu and W. Chu. Gaussian process models for link analysis and transfer learning. In NIPS(19), 2007.
    • (2007) NIPS , vol.19
    • Yu, K.1    Chu, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.