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Volumn 38, Issue 3, 2010, Pages 1568-1592

Statistical analysis of k-nearest neighbor collaborative recommendation

Author keywords

Collaborative recommendation; Consistency; Cosine type similarity; Nearest neighbor estimate; Rate of convergence

Indexed keywords


EID: 77951440872     PISSN: 00905364     EISSN: None     Source Type: Journal    
DOI: 10.1214/09-AOS759     Document Type: Article
Times cited : (29)

References (16)
  • 1
    • 64149107285 scopus 로고    scopus 로고
    • A new approach to collaborative filtering: Operator estimation with spectral regularization
    • ABERNETHY, J., BACH, F., EVGENIOU, T. and VERT, J.-P. (2009). A new approach to collaborative filtering: Operator estimation with spectral regularization. J.Mach. Learn. Res. 10 803-826.
    • (2009) J.Mach. Learn. Res , vol.10 , pp. 803-826
    • Abernethy, J.1    Bach, F.2    Evgeniou, T.3    Vert, J.-P.4
  • 2
    • 13844254250 scopus 로고    scopus 로고
    • Incorporating contextual information in recommender systems using a multidimensional approach
    • ADOMAVICIUS, G., SANKARANARAYANAN, R., SEN, S. and TUZHILIN, A. (2005). Incorporating contextual information in recommender systems using a multidimensional approach. ACM Trans. Inform. Syst. 23 103-145.
    • (2005) ACM Trans. Inform. Syst , vol.23 , pp. 103-145
    • Adomavicius, G.1    Sankaranarayanan, R.2    Sen, S.3    Tuzhilin, A.4
  • 3
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • ADOMAVICIUS, G. and TUZHILIN, A. (2005). Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17 734-749.
    • (2005) IEEE Trans. Knowl. Data Eng , vol.17 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 6
    • 71049116435 scopus 로고    scopus 로고
    • Exact matrix completion via convex optimization
    • CANDÈS, E. and RECHT, B. (2009). Exact matrix completion via convex optimization. Found. Comput. Math. 9 717-772.
    • (2009) Found. Comput. Math , vol.9 , pp. 717-772
    • Candès, E.1    Recht, B.2
  • 7
    • 33744808252 scopus 로고    scopus 로고
    • Personalized recommendation system based on product specification values
    • CHOI, S., KANG, S. and JEON, Y. (2006). Personalized recommendation system based on product specification values. Expert Systems with Applications 31 607-616.
    • (2006) Expert Systems with Applications , vol.31 , pp. 607-616
    • Choi, S.1    Kang, S.2    Jeon, Y.3
  • 10
    • 0002123103 scopus 로고    scopus 로고
    • Dependency networks for density estimation, collaborative filtering, and data visualization
    • HECKERMAN, D., CHICKERING, D.,MEEK, C., ROUNTHWAITE, R. and KADIE, C. (2000). Dependency networks for density estimation, collaborative filtering, and data visualization. J. Mach. Learn. Res. 1 49-75.
    • (2000) J. Mach. Learn. Res , vol.1 , pp. 49-75
    • Heckerman, D.1    Chickering, D.2    Meek, C.3    Rounthwaite, R.4    Kadie, C.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.