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Volumn , Issue , 2008, Pages 931-940

SoRec: Social recommendation using probabilistic matrix factorization

Author keywords

Collaborative filtering; Matrix factorization; Recommender systems; Social recommendation

Indexed keywords

COLLABORATIVE FILTERING; COLLABORATIVE FILTERING ALGORITHMS; COMPLEXITY ANALYSIS; DATA SPARSITY; EXPONENTIAL GROWTH; FACTOR ANALYSIS; LARGE DATASETS; MATRIX FACTORIZATION; MATRIX FACTORIZATIONS; PERSONAL BEHAVIOR; PREDICTION ACCURACY; PREDICTION QUALITY; RECOMMENDER SYSTEMS; SOCIAL INTERACTIONS; SOCIAL NETWORK ANALYSIS; SOCIAL NETWORKS; SOCIAL RECOMMENDATION; STATE-OF-THE-ART APPROACH; WEB APPLICATION;

EID: 70349257904     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1458082.1458205     Document Type: Conference Paper
Times cited : (1400)

References (28)
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  • 9
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    • Latent semantic models for collaborative filtering
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    • (2004) ACM Transactions on Information Systems , vol.22 , Issue.1 , pp. 89-115
    • Hofmann, T.1
  • 11
    • 0013271231 scopus 로고    scopus 로고
    • Clustering for collaborative filtering applications
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    • (1999) Proceedings of CIMCA
    • Kohrs, A.1    Merialdo, B.2
  • 12
    • 0037252945 scopus 로고    scopus 로고
    • Amazon.com recommendations: Item-to-item collaborative filtering
    • Jan/Feb
    • G. Linden, B. Smith, and J. York. Amazon.com recommendations: Item-to-item collaborative filtering. IEEE Internet Computing, pages 76-80, Jan/Feb 2003.
    • (2003) IEEE Internet Computing , pp. 76-80
    • Linden, G.1    Smith, B.2    York, J.3
  • 14
    • 32844472646 scopus 로고    scopus 로고
    • Trust-aware collaborative filtering for recommender systems
    • P. Massa and P. Avesani. Trust-aware collaborative filtering for recommender systems. In Proceedings of CoopIS/DOA/ODBASE, pages 492-508, 2004.
    • (2004) Proceedings of CoopIS/DOA/ODBASE , pp. 492-508
    • Massa, P.1    Avesani, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.