메뉴 건너뛰기




Volumn , Issue , 2011, Pages 371-374

Predicting performance in recommender systems

Author keywords

hybrid recommender system; performance prediction; query clarity; recommender systems

Indexed keywords

COLLABORATIVE FILTERING; DYNAMIC STRATEGIES; HYBRID RECOMMENDER SYSTEMS; PERFORMANCE MEASURE; PERFORMANCE PREDICTION; PERFORMANCE PREDICTOR; QUERY CLARITY; RESEARCH TOPICS;

EID: 82555181712     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2043932.2044009     Document Type: Conference Paper
Times cited : (7)

References (16)
  • 1
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • DOI 10.1109/TKDE.2005.99
    • G. Adomavicius and A. Tuzhilin. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. on Knowl. and Data Eng., 17 (6): 734-749, 2005. (Pubitemid 40860454)
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 2
    • 35048888637 scopus 로고    scopus 로고
    • Query difficulty, robustness, and selective application of query expansion
    • Springer, Heidelberg
    • G. Amati, C. Carpineto, G. Romano. Query difficulty, robustness, and selective application of query expansion. In: ECIR, 127-137. Springer, Heidelberg, 2004.
    • (2004) ECIR , pp. 127-137
    • Amati, G.1    Carpineto, C.2    Romano, G.3
  • 3
    • 37149029772 scopus 로고    scopus 로고
    • Query hardness estimation using Jensen-Shannon divergence among multiple scoring functions
    • Springer, Heidelberg
    • J.A. Aslam, V. Pavlu. Query hardness estimation using Jensen-Shannon divergence among multiple scoring functions. In: ECIR, 198-209. Springer, Heidelberg, 2007.
    • (2007) ECIR , pp. 198-209
    • Aslam, J.A.1    Pavlu, V.2
  • 4
    • 52949119596 scopus 로고    scopus 로고
    • Locally adaptive neighborhood selection for collaborative filtering recommendations
    • Springer, Heidelberg
    • L. Baltrunas and F. Ricci. Locally adaptive neighborhood selection for collaborative filtering recommendations. In: AH, 22-31. Springer, Heidelberg, 2008.
    • (2008) AH , pp. 22-31
    • Baltrunas, L.1    Ricci, F.2
  • 5
    • 57349146373 scopus 로고    scopus 로고
    • Lessons from the Netflix prize challenge
    • R. M. Bell and Y. Koren. Lessons from the Netflix prize challenge. SIGKDD Explor. Newsl., 9(2): 75-79, 2007.
    • (2007) SIGKDD Explor. Newsl. , vol.9 , Issue.2 , pp. 75-79
    • Bell, R.M.1    Koren, Y.2
  • 6
    • 80052972168 scopus 로고    scopus 로고
    • Predicting the Performance of Recommender Systems: An Information Theoretic Approach
    • Springer, Heidelberg
    • A. Bellogín, P. Castells, I. Cantador. Predicting the Performance of Recommender Systems: An Information Theoretic Approach. In: ICTIR, 27-39. Springer, Heidelberg, 2011.
    • (2011) ICTIR , pp. 27-39
    • Bellogín, A.1    Castells, P.2    Cantador, I.3
  • 7
    • 80052106464 scopus 로고    scopus 로고
    • Self-adjusting Hybrid Recommenders Based on Social Network Analysis
    • ACM Press, NY
    • A. Bellogín, P. Castells, I. Cantador. Self-adjusting Hybrid Recommenders Based on Social Network Analysis. In: SIGIR, 1147-1148. ACM Press, NY, 2011.
    • (2011) SIGIR , pp. 1147-1148
    • Bellogín, A.1    Castells, P.2    Cantador, I.3
  • 8
    • 77952305016 scopus 로고    scopus 로고
    • A Performance Prediction Approach to Enhance Collaborative Filtering
    • Springer, Heidelberg
    • A. Bellogín and P. Castells. A Performance Prediction Approach to Enhance Collaborative Filtering. In: ECIR, 382-393. Springer, Heidelberg, 2010.
    • (2010) ECIR , pp. 382-393
    • Bellogín, A.1    Castells, P.2
  • 9
    • 0036959356 scopus 로고    scopus 로고
    • Hybrid recommender systems: Survey and experiments
    • R. Burke. Hybrid recommender systems: Survey and experiments. User Modeling and User-Adapted Interaction, 12(4): 331-370, 2002.
    • (2002) User Modeling and User-Adapted Interaction , vol.12 , Issue.4 , pp. 331-370
    • Burke, R.1
  • 10
    • 0036989577 scopus 로고    scopus 로고
    • Predicting query performance
    • ACM Press, NY
    • S. Cronen-Townsend, Y. Zhou, and B.W. Croft. Predicting query performance. In: SIGIR, 299-306. ACM Press, NY, 2002.
    • (2002) SIGIR , pp. 299-306
    • Cronen-Townsend, S.1    Zhou, Y.2    Croft, B.W.3
  • 12
    • 84871039639 scopus 로고    scopus 로고
    • Inferring query performance using preretrieval predictors
    • Springer, Heidelberg
    • B. He and I. Ounis. Inferring query performance using preretrieval predictors. In: SPIRE, 43-54. Springer, Heidelberg, 2004.
    • (2004) SPIRE , pp. 43-54
    • He, B.1    Ounis, I.2
  • 14
    • 32844472422 scopus 로고    scopus 로고
    • Trust in recommender systems
    • ACM Press, NY
    • O'Donovan, J., Smyth, B.: Trust in recommender systems. In: IUI, 167-174. ACM Press, NY, 2005.
    • (2005) IUI , pp. 167-174
    • O'Donovan, J.1    Smyth, B.2
  • 15
    • 33750345680 scopus 로고    scopus 로고
    • Unifying user-based and item-based collaborative filtering approaches by similarity fusion
    • ACM Press, NY
    • J. Wang, A.P. de Vries, M.J.T. Reinders. Unifying user-based and item-based collaborative filtering approaches by similarity fusion. In: SIGIR, 501-508. ACM Press, NY, 2006.
    • (2006) SIGIR , pp. 501-508
    • Wang, J.1    De Vries, A.P.2    Reinders, M.J.T.3
  • 16
    • 36448977901 scopus 로고    scopus 로고
    • Query performance prediction in web search environments
    • ACM Press, NY
    • Y. Zhou and B.W Croft. Query performance prediction in web search environments. In: SIGIR, 543-550, ACM Press, NY, 2007.
    • (2007) SIGIR , pp. 543-550
    • Zhou, Y.1    Croft, B.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.