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Volumn , Issue , 2010, Pages 181-190

A model to estimate intrinsic document relevance from the clickthrough logs of a web search engine

Author keywords

Clickthrough data; Search engines; User behavior model

Indexed keywords

AVERAGE NUMBERS; CLICKTHROUGH DATA; LEARNING TO RANK; MACHINE LEARNING ALGORITHMS; MODEL-BASED; NEW MODEL; RANKING FUNCTIONS; USER BEHAVIORS; WEB SEARCH ENGINES;

EID: 77950921696     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1718487.1718510     Document Type: Conference Paper
Times cited : (90)

References (24)
  • 1
    • 33750341480 scopus 로고    scopus 로고
    • Improving web search ranking by incorporating user behavior information
    • New York, NY, USA, ACM Press
    • E. Agichtein, E. Brill, and S. Dumais. Improving web search ranking by incorporating user behavior information. In Proceedings of ACM SIGIR 2006, pages 19-26, New York, NY, USA, 2006. ACM Press.
    • (2006) Proceedings of ACM SIGIR 2006 , pp. 19-26
    • Agichtein, E.1    Brill, E.2    Dumais, S.3
  • 2
    • 33750367864 scopus 로고    scopus 로고
    • Learning user interaction models for predicting web search result preferences
    • New York, NY, USA, ACM Press
    • E. Agichtein, E. Brill, S. Dumais, and R. Ragno. Learning user interaction models for predicting web search result preferences. In Proceedings of ACM SIGIR 2006, pages 3-10, New York, NY, USA, 2006. ACM Press.
    • (2006) Proceedings of ACM SIGIR 2006 , pp. 3-10
    • Agichtein, E.1    Brill, E.2    Dumais, S.3    Ragno, R.4
  • 4
    • 0142030258 scopus 로고    scopus 로고
    • A taxonomy of web search
    • A. Broder. A taxonomy of web search. SIGIR Forum, 36(2):3-10, 2002.
    • (2002) SIGIR Forum , vol.36 , Issue.2 , pp. 3-10
    • Broder, A.1
  • 5
    • 85162040006 scopus 로고    scopus 로고
    • Evaluating search engines by modeling the relationship between relevance and clicks
    • B. Carterette and R. Jones. Evaluating search engines by modeling the relationship between relevance and clicks. Advances in Neural Information Processing Systems, 20:217-224, 2008.
    • (2008) Advances in Neural Information Processing Systems , vol.20 , pp. 217-224
    • Carterette, B.1    Jones, R.2
  • 8
    • 78651425042 scopus 로고    scopus 로고
    • Models of searching and browsing: Languages, studies, and application
    • D. Downey, S. T. Dumais, and E. Horvitz. Models of searching and browsing: Languages, studies, and application. In IJCAI, pages 2740-2747, 2007.
    • (2007) IJCAI , pp. 2740-2747
    • Downey, D.1    Dumais, S.T.2    Horvitz, E.3
  • 13
    • 70349117309 scopus 로고    scopus 로고
    • Efficient multiple-click models in web search
    • R. A. Baeza-Yates, P. Boldi, B. A. Ribeiro-Neto, and B. B. Cambazoglu, editors, ACM
    • F. Guo, C. Liu, and Y. M. Wang. Efficient multiple-click models in web search. In R. A. Baeza-Yates, P. Boldi, B. A. Ribeiro-Neto, and B. B. Cambazoglu, editors, WSDM, pages 124-131. ACM, 2009.
    • (2009) WSDM , pp. 124-131
    • Guo, F.1    Liu, C.2    Wang, Y.M.3
  • 17
    • 0242456822 scopus 로고    scopus 로고
    • Optimizing search engines using clickthrough data
    • New York, NY, USA, ACM Press
    • T. Joachims. Optimizing search engines using clickthrough data. In KDD '02: Proceedings of the eighth ACM SIGKDD, pages 133-142, New York, NY, USA, 2002. ACM Press.
    • (2002) KDD '02: Proceedings of the Eighth ACM SIGKDD , pp. 133-142
    • Joachims, T.1
  • 18
    • 84885665252 scopus 로고    scopus 로고
    • Accurately interpreting clickthrough data as implicit feedback
    • New York, NY, USA, ACM Press
    • T. Joachims, L. Granka, B. Pan, H. Hembrooke, and G. Gay. Accurately interpreting clickthrough data as implicit feedback. In Proceedings of ACM SIGIR 2005, pages 154-161, New York, NY, USA, 2005. ACM Press.
    • (2005) Proceedings of ACM SIGIR 2005 , pp. 154-161
    • Joachims, T.1    Granka, L.2    Pan, B.3    Hembrooke, H.4    Gay, G.5
  • 20
    • 1842637192 scopus 로고    scopus 로고
    • Cumulated gain-based evaluation of ir techniques
    • K. Järvelin and J. Kekäläinen. Cumulated gain-based evaluation of ir techniques. ACM Trans. Inf. Syst., 20(4):422-446, 2002.
    • (2002) ACM Trans. Inf. Syst. , vol.20 , Issue.4 , pp. 422-446
    • Järvelin, K.1    Kekäläinen, J.2
  • 21
    • 84925297554 scopus 로고    scopus 로고
    • Implicit feedback: Using behavior to infer relevance
    • A. Spink and C. Cole, editors, Springer Publishing, Netherlands
    • D. Kelly. Implicit feedback: Using behavior to infer relevance. In A. Spink and C. Cole, editors, New Directions in Cognitive Information Retrieval, pages 169 - 186. Springer Publishing, Netherlands, 2005.
    • (2005) New Directions in Cognitive Information Retrieval , pp. 169-186
    • Kelly, D.1
  • 23
    • 35348927568 scopus 로고    scopus 로고
    • Investigating behavioral variability in web search
    • New York, NY, USA, ACM
    • R. W. White and S. M. Drucker. Investigating behavioral variability in web search. In WWW '07, pages 21-30, New York, NY, USA, 2007. ACM.
    • (2007) WWW '07 , pp. 21-30
    • White, R.W.1    Drucker, S.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.