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Volumn , Issue , 2011, Pages 333-336

Precision-oriented evaluation of recommender systems: An algorithmic comparison

Author keywords

error metrics; evaluation; precision metrics

Indexed keywords

DESIGN ALTERNATIVES; ERROR METRICS; EVALUATION; EVALUATION METHODOLOGIES; EXPERIMENTAL METHODOLOGY; PERFORMANCE MEASUREMENTS; PRECISION METRICS;

EID: 82555191341     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2043932.2043996     Document Type: Conference Paper
Times cited : (188)

References (10)
  • 1
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    • Text Retrieval Methods Applied to Ranking Items in Collaborative Filtering
    • Springer
    • A. Bellogín, J. Wang, and P. Castells. Text Retrieval Methods Applied to Ranking Items in Collaborative Filtering. In ECIR, Springer, 2011
    • (2011) ECIR
    • Bellogín, A.1    Wang, J.2    Castells, P.3
  • 2
    • 78649914423 scopus 로고    scopus 로고
    • Performance of Recommender Algorithms on Top-N Recommendation Tasks
    • ACM
    • P. Cremonesi, Y. Koren, and R. Turrin. Performance of Recommender Algorithms on Top-N Recommendation Tasks. In Rec-Sys, ACM, 2010
    • (2010) Rec-Sys
    • Cremonesi, P.1    Koren, Y.2    Turrin, R.3
  • 4
    • 78649931627 scopus 로고    scopus 로고
    • Goal-Driven Collaborative Filtering - A Directional Error Based Approach
    • Springer
    • T. Jambor and J. Wang. Goal-Driven Collaborative Filtering - A Directional Error Based Approach. In ECIR, Springer, 2010
    • (2010) ECIR
    • Jambor, T.1    Wang, J.2
  • 5
    • 78649966194 scopus 로고    scopus 로고
    • Optimizing Multiple Objectives in Collaborative Filtering
    • ACM
    • T. Jambor and J. Wang. Optimizing Multiple Objectives in Collaborative Filtering. In RecSys, ACM, 2010
    • (2010) RecSys
    • Jambor, T.1    Wang, J.2
  • 6
    • 65449121157 scopus 로고    scopus 로고
    • Factorization Meets the Neighborhood: A Multifaceted Collaborative Filtering Model
    • ACM
    • Y. Koren. Factorization Meets the Neighborhood: a Multifaceted Collaborative Filtering Model. In KDD, ACM, 2008
    • (2008) KDD
    • Koren, Y.1
  • 7
    • 63449124336 scopus 로고    scopus 로고
    • kNN CF: A Temporal Social Network
    • ACM
    • N. Lathia, S. Hailes, and L. Capra. kNN CF: A Temporal Social Network. In RecSys, ACM, 2008
    • (2008) RecSys
    • Lathia, N.1    Hailes, S.2    Capra, L.3
  • 8
    • 8644228708 scopus 로고    scopus 로고
    • A Collaborative Filtering Algorithm and Evaluation Metric That Accurately Model the User Experience
    • ACM
    • M.R. McLaughlin and J.L. Herlocker. A Collaborative Filtering Algorithm and Evaluation Metric That Accurately Model the User Experience. In SIGIR, ACM, 2004
    • (2004) SIGIR
    • McLaughlin, M.R.1    Herlocker, J.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.