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Volumn 2, Issue , 2009, Pages 530-532

A collaborative filtering recommendation algorithm based on SVD smoothing

Author keywords

Collaborative filtering; Recommender system; Singular value decomposition; Sparsity

Indexed keywords

COLLABORATIVE FILTERING; COLLABORATIVE FILTERING ALGORITHMS; DATA SETS; PEARSON CORRELATION; RECOMMENDATION ALGORITHMS; RECOMMENDATION SYSTEMS; RECOMMENDER SYSTEM; RECOMMENDER SYSTEMS; SIMILARITY MEASURE; SIMILARITY MEASUREMENTS; SPARSITY PROBLEMS; USER RATING;

EID: 77649290021     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IITA.2009.491     Document Type: Conference Paper
Times cited : (11)

References (10)
  • 3
    • 24144432106 scopus 로고    scopus 로고
    • Classification-based collaborative filtering using market basket data
    • Jong-Seok Lee, Chi-Hyuck Jun, Jaewook Lee, Sooyoung Kim, Classification-based collaborative filtering using market basket data, Expert Systems with Applications 29 (2005) 700-704.
    • (2005) Expert Systems with Applications , vol.29 , pp. 700-704
    • Lee, J.-S.1    Jun, C.-H.2    Lee, J.3    Kim, S.4
  • 4
    • 34948850364 scopus 로고    scopus 로고
    • A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem
    • Hyung Jun Ahn, A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem, Information Sciences 178 (2008) 37-51.
    • (2008) Information Sciences , vol.178 , pp. 37-51
    • Jun Ahn, H.1
  • 5
    • 34248233686 scopus 로고    scopus 로고
    • Using SVD and demographic data for the enhancement of generalized Collaborative Filtering
    • M.G. Vozalis, K.G. Margaritis, Using SVD and demographic data for the enhancement of generalized Collaborative Filtering, Information Sciences 177 (2007) 3017-3037.
    • (2007) Information Sciences , vol.177 , pp. 3017-3037
    • Vozalis, M.G.1    Margaritis, K.G.2
  • 6
    • 70349987975 scopus 로고    scopus 로고
    • ShouZhi algorithm design for personlalized recommendation systems
    • Zhao Liang, Hu NaiJing, and Zhang ShouZhi algorithm design for personlalized recommendation systems, journal of computer research and development, Vol 39,No 18 ,2002.
    • (2002) journal of computer research and development , vol.39 , Issue.18
    • Liang, Z.1    Hu, N.2    Zhang3
  • 8
    • 33646261139 scopus 로고    scopus 로고
    • Improving the prediction accuracy of recommendation algorithms: Approaches anchored on human factors
    • George Lekakos, George M. Giaglis, Improving the prediction accuracy of recommendation algorithms: Approaches anchored on human factors, Interacting with Computers 18 (2006) 410-431.
    • (2006) Interacting with Computers , vol.18 , pp. 410-431
    • Lekakos, G.1    Giaglis, G.M.2
  • 9
    • 34547328189 scopus 로고    scopus 로고
    • Huang qin-hua, Ouyang wei-min, Fuzzy collaborative filtering with multiple agents, Journal of Shanghai University (English Edition), 2007,11(3):290-295.
    • Huang qin-hua, Ouyang wei-min, Fuzzy collaborative filtering with multiple agents, Journal of Shanghai University (English Edition), 2007,11(3):290-295.
  • 10
    • 34447508330 scopus 로고    scopus 로고
    • Personalized Service System Based on Hybrid Filtering for Digital Library
    • February
    • Gao Fengrong, Xing Chunxiao, Du Xiaoyong, Wang Shan, Personalized Service System Based on Hybrid Filtering for Digital Library, Tsinghua Science and Technology, Volume 12, Number 1, February 2007,1-8.
    • (2007) Tsinghua Science and Technology , vol.12 , Issue.1 , pp. 1-8
    • Gao, F.1    Chunxiao, X.2    Du, X.3    Shan, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.