메뉴 건너뛰기




Volumn , Issue , 2010, Pages 47-54

On the stability of recommendation algorithms

Author keywords

Collaborative filtering; Evaluation of recommender systems; Performance measures; Stability of recommendation algorithms

Indexed keywords

COLLABORATIVE FILTERING; MODEL-BASED; PERFORMANCE MEASURE; RECOMMENDATION ALGORITHMS; RECOMMENDATION TECHNIQUES; RECOMMENDER SYSTEMS; STABILITY MEASURE; TIME-PERIODS;

EID: 78649967303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1864708.1864722     Document Type: Conference Paper
Times cited : (30)

References (21)
  • 1
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommendation system: A survey of the state-of-the-art and possible extensions
    • Adomavicius, G. and A. Tuzhilin. Toward the Next Generation of Recommendation System: A Survey of the State-of-the-Art and Possible Extensions. IEEE Transactions on Knowledge and Data Engineering, 17(6): 734-749, 2005.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 3
    • 48949100471 scopus 로고    scopus 로고
    • Improved neighborhood-based collaborative filtering
    • San Jose, CA, USA
    • Bell, R.M. and Y. Koren. Improved Neighborhood-based Collaborative Filtering. In Proceeding of the KDD Cup'07. San Jose, CA, USA, 2007.
    • (2007) Proceeding of the KDD Cup'07
    • Bell, R.M.1    Koren, Y.2
  • 6
    • 38049105766 scopus 로고    scopus 로고
    • Netflix Update: Try This at Home, last update 2006, cited 2010. Available from:
    • Funk, S. Netflix Update: Try This at Home. Netflix Update: Try This at Home, last update 2006, cited 2010. Available from: http://sifter.org/~simon/ journal/20061211.html.
    • Netflix Update: Try This at Home
    • Funk, S.1
  • 10
    • 33846006255 scopus 로고    scopus 로고
    • The effects of personalization and familiarity on trust and adoption of recommendation agents
    • Komiak, S. and I. Benbasat. The effects of personalization and familiarity on trust and adoption of recommendation agents. MIS Quarterly, 30(4): 941-960, 2006.
    • (2006) MIS Quarterly , vol.30 , Issue.4 , pp. 941-960
    • Komiak, S.1    Benbasat, I.2
  • 11
    • 85008044987 scopus 로고    scopus 로고
    • Matrix factorization techniques for recommender systems
    • Koren, Y., R. Bell, and C. Volinsky. Matrix Factorization Techniques For Recommender Systems. IEEE Computer, 42: 30-37, 2009.
    • (2009) IEEE Computer , vol.42 , pp. 30-37
    • Koren, Y.1    Bell, R.2    Volinsky, C.3
  • 14
    • 33746066605 scopus 로고    scopus 로고
    • Using trust in recommender systems: An experimental analysis
    • Springer-Verlag Berlin: Berlin
    • Massa, P. and B. Bhattacharjee. Using trust in recommender systems: An experimental analysis, in Trust Management, Proceeding, 221-235. Springer-Verlag Berlin: Berlin, 2004.
    • (2004) Trust Management, Proceeding , pp. 221-235
    • Massa, P.1    Bhattacharjee, B.2
  • 16
    • 33751431736 scopus 로고    scopus 로고
    • Analysis and detection of segment-focused attacks against collaborative recommendation
    • Springer-Verlag Berlin: Berlin
    • Mobasher, B., R. Burke, C. Williams, and R. Bhaumik. Analysis and detection of segment-focused attacks against collaborative recommendation, in Advances in Web Mining and Web Usage Analysis, 96-118. Springer-Verlag Berlin: Berlin, 2006.
    • (2006) Advances in Web Mining and Web Usage Analysis , pp. 96-118
    • Mobasher, B.1    Burke, R.2    Williams, C.3    Bhaumik, R.4
  • 17
    • 35348969366 scopus 로고    scopus 로고
    • Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness
    • Mobasher, B., R. Burke, R. Bhaumik, and C. Williams. Toward Trustworthy Recommender Systems: An Analysis of Attack Models and Algorithm Robustness. ACM Transactions on Internet Technology, 7(4): 23:1-23:38, 2007.
    • (2007) ACM Transactions on Internet Technology , vol.7 , Issue.4 , pp. 231-2338
    • Mobasher, B.1    Burke, R.2    Bhaumik, R.3    Williams, C.4
  • 20
    • 0001860949 scopus 로고
    • Technical note: Bias and the quantification of stability
    • Turney, P. Technical Note: Bias and the Quantification of Stability. Machine Learning, 20: 23-33, 1995.
    • (1995) Machine Learning , vol.20 , pp. 23-33
    • Turney, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.