메뉴 건너뛰기




Volumn , Issue , 2012, Pages 859-868

New objective functions for social collaborative filtering

Author keywords

Collaborative filtering; Machine learning; Social networks

Indexed keywords

COLLABORATIVE FILTERING; COMPLEX PROBLEMS; FACEBOOK; FEATURE-BASED; INFORMATION DIFFUSION; INTERACTION INFORMATION; KEY FEATURE; MATRIX FACTORIZATIONS; OBJECTIVE FUNCTIONS; SOCIAL NETWORKS; SOCIAL SETTINGS; UNIFIED FRAMEWORK; USER BEHAVIORS; USER PROFILE;

EID: 84860868767     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2187836.2187952     Document Type: Conference Paper
Times cited : (58)

References (19)
  • 1
    • 0031103679 scopus 로고    scopus 로고
    • Fab: Content-based, collaborative recommendation
    • March
    • M. Balabanović and Y. Shoham. Fab: content-based, collaborative recommendation. Communications of the ACM, 40:66-72, March 1997.
    • (1997) Communications of the ACM , vol.40 , pp. 66-72
    • Balabanović, M.1    Shoham, Y.2
  • 2
    • 49749086487 scopus 로고    scopus 로고
    • Scalable collaborative filtering with jointly derived neighborhood interpolation weights
    • R. M. Bell and Y. Koren. Scalable collaborative filtering with jointly derived neighborhood interpolation weights. In ICDM-07, 2007.
    • (2007) ICDM-07
    • Bell, R.M.1    Koren, Y.2
  • 3
    • 84935533832 scopus 로고
    • Social ties and word-of-mouth referral behavior
    • J. Brown and P. Reinegen. Social ties and word-of-mouth referral behavior. Journal of Consumer Research, 1(3):350-362, 1987.
    • (1987) Journal of Consumer Research , vol.1 , Issue.3 , pp. 350-362
    • Brown, J.1    Reinegen, P.2
  • 5
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes and V. Vapnik. Support-vector networks. In Machine Learning, pages 273-297, 1995.
    • (1995) Machine Learning , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 8
    • 78751683781 scopus 로고    scopus 로고
    • Relation regularized matrix factorization
    • W.-J. Li and D.-Y. Yeung. Relation regularized matrix factorization. In IJCAI-09, 2009.
    • (2009) IJCAI-09
    • Li, W.-J.1    Yeung, D.-Y.2
  • 9
    • 33646887390 scopus 로고
    • On the limited memory BFGS method for large scale optimization
    • Aug.
    • D. C. Liu and J. Nocedal. On the limited memory BFGS method for large scale optimization. Mathematical Programming, 45(1):503-528, Aug 1989.
    • (1989) Mathematical Programming , vol.45 , Issue.1 , pp. 503-528
    • Liu, D.C.1    Nocedal, J.2
  • 10
    • 72249094128 scopus 로고    scopus 로고
    • Learning to recommend with social trust ensemble
    • H. Ma, I. King, and M. R. Lyu. Learning to recommend with social trust ensemble. In SIGIR-09, 2009.
    • (2009) SIGIR-09
    • Ma, H.1    King, I.2    Lyu, M.R.3
  • 11
    • 70349257904 scopus 로고    scopus 로고
    • Sorec: Social recommendation using probabilistic matrix factorization
    • H. Ma, H. Yang, M. R. Lyu, and I. King. Sorec: Social recommendation using probabilistic matrix factorization. In CIKM-08, 2008.
    • (2008) CIKM-08
    • Ma, H.1    Yang, H.2    Lyu, M.R.3    King, I.4
  • 12
    • 80355130576 scopus 로고    scopus 로고
    • Recommender systems with social regularization
    • H. Ma, D. Zhou, C. Liu, M. R. Lyu, and I. King. Recommender systems with social regularization. In WSDM-11, 2011.
    • (2011) WSDM-11
    • Ma, H.1    Zhou, D.2    Liu, C.3    Lyu, M.R.4    King, I.5
  • 13
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • A. Ng, M. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. In NIPS 14, 2001.
    • (2001) NIPS , vol.14
    • Ng, A.1    Jordan, M.2    Weiss, Y.3
  • 16
    • 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
  • 17
    • 77950941535 scopus 로고    scopus 로고
    • Matchbox: Large scale online bayesian recommendations
    • D. H. Stern, R. Herbrich, and T. Graepel. Matchbox: large scale online bayesian recommendations. In WWW-09, pages 111-120, 2009.
    • (2009) WWW-09 , pp. 111-120
    • Stern, D.H.1    Herbrich, R.2    Graepel, T.3
  • 18
    • 84946650481 scopus 로고
    • Probable inference, the law of succession, and statistical inference
    • E. B. Wilson. Probable inference, the law of succession, and statistical inference. Journal of the American Statistical Assoc. (JASA), 22:209-212, 1927.
    • (1927) Journal of the American Statistical Assoc (JASA) , vol.22 , pp. 209-212
    • Wilson, E.B.1
  • 19
    • 80052396145 scopus 로고    scopus 로고
    • Like like alike: Joint friendship and interest propagation in social networks
    • S. H. Yang, B. Long, A. Smola, N. Sadagopan, Z. Zheng, and H. Zha. Like like alike: Joint friendship and interest propagation in social networks. In WWW-11, 2011.
    • (2011) WWW-11
    • Yang, S.H.1    Long, B.2    Smola, A.3    Sadagopan, N.4    Zheng, Z.5    Zha, H.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.