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Volumn , Issue , 2013, Pages 110-114

A recommendation model based on collaborative filtering and factorization machines for social networks

Author keywords

Collaborative filtering; Factorization machines; Recommendation system; Social network

Indexed keywords

BROADBAND NETWORKS; COLLABORATIVE FILTERING; FACTORIZATION; GENETIC ALGORITHMS; MULTIMEDIA SYSTEMS; RECOMMENDER SYSTEMS; VECTOR SPACES;

EID: 84903315453     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBNMT.2013.6823925     Document Type: Conference Paper
Times cited : (4)

References (11)
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  • 2
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    • Hoff, P.D.1
  • 3
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    • Improving regularized singular value decomposition for collaborative filtering
    • A. Paterek, Improving Regularized Singular Value Decomposition for collaborative filtering, Proc. KDD CUP and workshop,2007.
    • (2007) Proc. KDD CUP and Workshop
    • Paterek, A.1
  • 4
    • 65449121157 scopus 로고    scopus 로고
    • Factorization meets the neighborhood: A multifaceted collaboration filtering model
    • ACM Press
    • Y. Koren, Factorization meets the neighborhood: a multifaceted collaboration filtering model. Proc,14th ACM SIGKDD Int'l Conf. Knowledge Discovery and Data mining. ACM Press,2008,pp. 426-434
    • (2008) Proc,14th ACM SIGKDD Int'l Conf. Knowledge Discovery and Data Mining , pp. 426-434
    • Koren, Y.1
  • 5
    • 84863614151 scopus 로고    scopus 로고
    • Factorization machines with libFM
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    • S. Rendle. Factorization machines with libFM. ACM Trans. Intell. Syst. Technol. 3(3):57:1-57:22,May 2012.
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    • Rendle, S.1
  • 6
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    • Context-aware ensemble of multifaceted factorization models for recommendation prediction in social networks[C]
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    • (2012) KDD-Cup Workshop
    • Chen, Y.1    Liu, Z.2    Ji, D.3
  • 9
    • 65449121157 scopus 로고    scopus 로고
    • Factorization meets the neighborhood: A multifaceted collaboration filtering model
    • ACM Press
    • Y. Koren, Factorization meets the neighborhood: a multifaceted collaboration filtering model. Proc,14th ACM SIGKDD Int'l Conf. Knowledge Discovery and Data mining. ACM Press,2008,pp. 426-434
    • (2008) Proc,14th ACM SIGKDD Int'l Conf. Knowledge Discovery and Data Mining , pp. 426-434
    • Koren, Y.1
  • 10
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    • MapReduce: Simplified data processing on large clusters[J]
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    • Dean, J.1    Ghemawat, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.