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Volumn , Issue , 2008, Pages

Improved neighborhood-based algorithms for large-scale recommender systems

Author keywords

Collaborative filtering; Ensemble performance; KNN; Latent factor model; Matrix factorization; Netflix; Recommender systems; Similarity matrix

Indexed keywords

COLLABORATIVE FILTERING; ENSEMBLE PERFORMANCE; LATENT FACTOR; RECOMMENDER SYSTEMS; SIMILARITY MATRIX;

EID: 77951128611     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1722149.1722153     Document Type: Conference Paper
Times cited : (44)

References (9)
  • 1
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • G. Adomavicius and A. Tuzhilin. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. on Knowl. and Data Eng., 17(6):734-749, 2005.
    • (2005) IEEE Trans. on Knowl. and Data Eng. , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 2
    • 49749086487 scopus 로고    scopus 로고
    • Scalable collaborative ltering with jointly derived neighborhood interpolation weights
    • KDD-Cup07
    • R. Bell and Y. Koren. Scalable collaborative ltering with jointly derived neighborhood interpolation weights. In IEEE International Conference on Data Mining. KDD-Cup07, 2007.
    • (2007) IEEE International Conference on Data Mining
    • Bell, R.1    Koren, Y.2
  • 6
    • 48249083902 scopus 로고    scopus 로고
    • Improving regularized singular value decomposition for collaborative ltering
    • A. Paterek. Improving regularized singular value decomposition for collaborative ltering. Proceedings of KDD Cup and Workshop, 2007.
    • (2007) Proceedings of KDD Cup and Workshop
    • Paterek., A.1
  • 7
    • 34547983260 scopus 로고    scopus 로고
    • Restricted boltzmann machines for collaborative ltering
    • R. Salakhutdinov, A. Mnih, and G. E. Hinton. Restricted boltzmann machines for collaborative ltering. In ICML, pages 791-798, 2007.
    • (2007) ICML , pp. 791-798
    • Salakhutdinov, R.1    Mnih, A.2    Hinton, G.E.3
  • 9
    • 48249137439 scopus 로고    scopus 로고
    • Collaborative ltering via ensembles of matrix factorizations
    • M. Wu. Collaborative ltering via ensembles of matrix factorizations. Proceedings of KDD Cup and Workshop, 2007.
    • (2007) Proceedings of KDD Cup and Workshop
    • Wu, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.