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Volumn , Issue , 2006, Pages 1097-1101

Being accurate is not enough: How accuracy metrics have hurt recommender systems

Author keywords

Collaborative filtering; Metrics; Personalization; Recommender systems

Indexed keywords

COLLABORATIVE FILTERING; EXPERIMENTAL METHODOLOGY; LARGE INFORMATION SPACES; METRICS; PERSONALIZATIONS; STANDARD METRICS; USER-CENTRIC;

EID: 84869147060     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1125451.1125659     Document Type: Conference Paper
Times cited : (937)

References (9)
  • 1
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    • Learning collaborative information filters
    • Morgan Kaufmann
    • Billsus, D., and Pazzani, M.J. Learning Collaborative Information Filters. In Proc. of ICML 1998, Morgan Kaufmann (1998), 46-54.
    • (1998) Proc. of ICML 1998 , pp. 46-54
    • Billsus, D.1    Pazzani, M.J.2
  • 2
    • 0002051628 scopus 로고    scopus 로고
    • Empirical analysis of predictive algorithms for collaborative filtering
    • Morgan Kaufmann
    • Breese, J.S., Heckerman, D., and Kadie, C. Empirical Analysis of Predictive Algorithms for Collaborative Filtering. In Proc. of UAI 1998, Morgan Kaufmann (1998), 43-52.
    • (1998) Proc. of UAI 1998 , pp. 43-52
    • Breese, J.S.1    Heckerman, D.2    Kadie, C.3
  • 3
    • 3042697346 scopus 로고    scopus 로고
    • Evaluating collaborative filtering recommender systems
    • Herlocker, J.L., Konstan, J.A., Terveen, L.G., and Riedl, J.T. Evaluating Collaborative Filtering Recommender Systems. ACM TOIS 22, 1 (2004), 5-53.
    • (2004) ACM TOIS , vol.22 , Issue.1 , pp. 5-53
    • Herlocker, J.L.1    Konstan, J.A.2    Terveen, L.G.3    Riedl, J.T.4
  • 4
    • 85015559680 scopus 로고    scopus 로고
    • An algorithmic framework for performing collaborative filtering
    • ACM Press
    • Herlocker, J.L., Konstan, J.A., Borchers, A., and Riedl, J. An algorithmic framework for performing collaborative filtering. In Proc. of ACM SIGIR 1999, ACM Press (1999), 230-237.
    • (1999) Proc. of ACM SIGIR 1999 , pp. 230-237
    • Herlocker, J.L.1    Konstan, J.A.2    Borchers, A.3    Riedl, J.4
  • 8
    • 13244259795 scopus 로고    scopus 로고
    • If tivo thinks you are gay, here's how to set it straight - Amazon.com knows you, too, based on what you buy; Why all the cartoons?
    • November 26
    • Zaslow, J. "If TiVo Thinks You Are Gay, Here's How To Set It Straight - Amazon.com Knows You, Too, Based on What You Buy; Why All the Cartoons?" The Wall Street Journal, sect. A, p. 1, November 26, 2002.
    • (2002) The Wall Street Journal, Sect. A , pp. 1
    • Zaslow, J.1
  • 9
    • 33645657113 scopus 로고    scopus 로고
    • Improving recommendation lists through topic diversification
    • ACM Press
    • Ziegler, C.N., McNee, S.M., Konstan, J.A., and Lausen, G., Improving Recommendation Lists through Topic Diversification. In Proc. of WWW 2005, ACM Press (2005), 22-32.
    • (2005) Proc. of WWW 2005 , pp. 22-32
    • Ziegler, C.N.1    McNee, S.M.2    Konstan, J.A.3    Lausen, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.