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Volumn , Issue , 2012, Pages 317-320

Exploiting the characteristics of matrix factorization for active learning in recommender systems

Author keywords

Active learning; New user problem; Recommender system

Indexed keywords

ACTIVE LEARNING; ACTIVE LEARNING METHODS; INFORMATION OVERLOADS; MATRIX FACTORIZATIONS; USER PROBLEMS; WEB USERS;

EID: 84867366676     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2365952.2366031     Document Type: Conference Paper
Times cited : (19)

References (18)
  • 1
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • DOI 10.1109/TKDE.2005.99
    • G. Adomavicius and A. Tuzhilin. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering, 17(6):734-749, 2005. (Pubitemid 40860454)
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 4
    • 79952423377 scopus 로고    scopus 로고
    • Adaptive bootstrapping of recommender systems using decision trees
    • ACM
    • N. Golbandi, Y. Koren, and R. Lempel. Adaptive bootstrapping of recommender systems using decision trees. In WSDM, pages 595-604. ACM, 2011.
    • (2011) WSDM , pp. 595-604
    • Golbandi, N.1    Koren, Y.2    Lempel, R.3
  • 14
    • 85008044987 scopus 로고    scopus 로고
    • Matrix factorization techniques for recommender systems
    • Y. Koren, R. Bell, and C. Volinsky. Matrix factorization techniques for recommender systems. Computer, 42:30-37, 2009.
    • (2009) Computer , vol.42 , pp. 30-37
    • Koren, Y.1    Bell, R.2    Volinsky, C.3
  • 16
    • 63449105336 scopus 로고    scopus 로고
    • Online-updating regularized kernel matrix factorization models for large-scale recommender systems
    • ACM
    • S. Rendle and L. Schmidt-Thieme. Online-updating regularized kernel matrix factorization models for large-scale recommender systems. In ACM Conference on Recommender Systems (RecSys), pages 251-258. ACM, 2008.
    • (2008) ACM Conference on Recommender Systems (RecSys) , pp. 251-258
    • Rendle, S.1    Schmidt-Thieme, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.