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Volumn , Issue , 2012, Pages 1779-1783

Estimating interleaved comparison outcomes from historical click data

Author keywords

a b testing; evaluation; implicit feedback; information retrieval; interleaved comparisons; reusability

Indexed keywords

COMPARISON METHODS; DATA REUSE; EVALUATION; HISTORICAL DATA; IMPLICIT FEEDBACK; INTERLEAVED COMPARISONS; PROBABILISTIC APPROACHES; PROBABILISTIC METHODS; RETRIEVAL EVALUATION;

EID: 84871103071     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2396761.2398516     Document Type: Conference Paper
Times cited : (21)

References (21)
  • 1
    • 36448969717 scopus 로고    scopus 로고
    • Robust test collections for retrieval evaluation
    • B. Carterette. Robust test collections for retrieval evaluation. In SIGIR '07, pages 55-62, 2007.
    • (2007) SIGIR '07 , pp. 55-62
    • Carterette, B.1
  • 2
    • 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. In NIPS '07, volume 20, pages 217-224, 2008.
    • (2008) NIPS '07 , vol.20 , pp. 217-224
    • Carterette, B.1    Jones, R.2
  • 3
    • 77950921696 scopus 로고    scopus 로고
    • A model to estimate intrinsic document relevance from the clickthrough logs of a web search engine
    • G. Dupret and C. Liao. A model to estimate intrinsic document relevance from the clickthrough logs of a web search engine. In WSDM '10, pages 181-190, 2010.
    • (2010) WSDM '10 , pp. 181-190
    • Dupret, G.1    Liao, C.2
  • 5
    • 70349117309 scopus 로고    scopus 로고
    • Efficient multiple-click models in web search
    • F. Guo, C. Liu, and Y. M. Wang. Efficient multiple-click models in web search. In WSDM '09, pages 124-131, 2009.
    • (2009) WSDM '09 , pp. 124-131
    • Guo, F.1    Liu, C.2    Wang, Y.M.3
  • 6
    • 74549144985 scopus 로고    scopus 로고
    • Evaluation of methods for relative comparison of retrieval systems based on clickthroughs
    • J. He, C. Zhai, and X. Li. Evaluation of methods for relative comparison of retrieval systems based on clickthroughs. In CIKM '09, pages 2029-2032, 2009.
    • (2009) CIKM '09 , pp. 2029-2032
    • He, J.1    Zhai, C.2    Li, X.3
  • 7
    • 77956025042 scopus 로고    scopus 로고
    • Comparing click-through data to purchase decisions for retrieval evaluation
    • K. Hofmann, B. Huurnink, M. Bron, and M. de Rijke. Comparing click-through data to purchase decisions for retrieval evaluation. In SIGIR '10, pages 761-762, 2010.
    • (2010) SIGIR '10 , pp. 761-762
    • Hofmann, K.1    Huurnink, B.2    Bron, M.3    De Rijke, M.4
  • 8
    • 83055168219 scopus 로고    scopus 로고
    • A probabilistic method for inferring preferences from clicks
    • K. Hofmann, S. Whiteson, and M. de Rijke. A probabilistic method for inferring preferences from clicks. In CIKM '11, pages 249-258, 2011.
    • (2011) CIKM '11 , pp. 249-258
    • Hofmann, K.1    Whiteson, S.2    De Rijke, M.3
  • 9
    • 1842637192 scopus 로고    scopus 로고
    • Cumulated gain-based evaluation of ir techniques
    • October
    • K. Järvelin and J. Kekäläinen. Cumulated gain-based evaluation of ir techniques. ACM Trans. Inf. Syst., 20(4): 422-446, October 2002.
    • (2002) ACM Trans. Inf. Syst. , vol.20 , Issue.4 , pp. 422-446
    • Järvelin, K.1    Kekäläinen, J.2
  • 11
    • 0242456822 scopus 로고    scopus 로고
    • Optimizing search engines using clickthrough data
    • T. Joachims. Optimizing search engines using clickthrough data. In KDD '02, pages 133-142, 2002.
    • (2002) KDD '02 , pp. 133-142
    • Joachims, T.1
  • 13
    • 67650067315 scopus 로고    scopus 로고
    • Comparative analysis of clicks and judgments for IR evaluation
    • J. Kamps, M. Koolen, and A. Trotman. Comparative analysis of clicks and judgments for IR evaluation. In WSCD'09, pages 80-87, 2009.
    • (2009) WSCD'09 , pp. 80-87
    • Kamps, J.1    Koolen, M.2    Trotman, A.3
  • 14
    • 79952384747 scopus 로고    scopus 로고
    • Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms
    • L. Li, W. Chu, J. Langford, and X. Wang. Unbiased offline evaluation of contextual-bandit-based news article recommendation algorithms. In WSDM '11, pages 297-306, 2011.
    • (2011) WSDM '11 , pp. 297-306
    • Li, L.1    Chu, W.2    Langford, J.3    Wang, X.4
  • 15
    • 84871081785 scopus 로고    scopus 로고
    • Evaluating new search engine configurations with pre-existing judgments and clicks
    • U. Ozertem, R. Jones, and B. Dumoulin. Evaluating new search engine configurations with pre-existing judgments and clicks. In WWW'11, pages 397-406, 2011.
    • (2011) WWW'11 , pp. 397-406
    • Ozertem, U.1    Jones, R.2    Dumoulin, B.3
  • 16
    • 0242393653 scopus 로고    scopus 로고
    • Eligibility traces for off-policy policy evaluation
    • D. Precup, R. Sutton, and S. Singh. Eligibility traces for off-policy policy evaluation. In ICML'00, pages 759-766, 2000.
    • (2000) ICML'00 , pp. 759-766
    • Precup, D.1    Sutton, R.2    Singh, S.3
  • 17
    • 77956014530 scopus 로고    scopus 로고
    • Comparing the sensitivity of information retrieval metrics
    • F. Radlinski and N. Craswell. Comparing the sensitivity of information retrieval metrics. In SIGIR '10, pages 667-674, 2010.
    • (2010) SIGIR '10 , pp. 667-674
    • Radlinski, F.1    Craswell, N.2
  • 18
    • 67650085898 scopus 로고    scopus 로고
    • How does clickthrough data reflect retrieval quality?
    • F. Radlinski, M. Kurup, and T. Joachims. How does clickthrough data reflect retrieval quality? In CIKM '08, pages 43-52, 2008.
    • (2008) CIKM '08 , pp. 43-52
    • Radlinski, F.1    Kurup, M.2    Joachims, T.3
  • 19
    • 85162031443 scopus 로고    scopus 로고
    • Learning from logged implicit exploration data
    • A. M. Strehl, J. Langford, L. Li, and S. M. Kakade. Learning from logged implicit exploration data. In NIPS 2010, pages 2217-2225, 2010.
    • (2010) NIPS 2010 , pp. 2217-2225
    • Strehl, A.M.1    Langford, J.2    Li, L.3    Kakade, S.M.4
  • 21
    • 78049367866 scopus 로고    scopus 로고
    • A search log-based approach to evaluation
    • J. Zhang and J. Kamps. A search log-based approach to evaluation. In ECDL'10, pages 248-260, 2010.
    • (2010) ECDL'10 , pp. 248-260
    • Zhang, J.1    Kamps, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.