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Volumn , Issue , 2007, Pages 751-752

IDF revisited: A simple new derivation within the Robertson-Spärck Jones probabilistic model

Author keywords

IDF; Inverse document frequency; Probabilistic model; Term weighting

Indexed keywords

COMPUTATIONAL COMPLEXITY; MATHEMATICAL MODELS; PROBABILISTIC LOGICS; PROBLEM SOLVING;

EID: 36448987481     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1277741.1277891     Document Type: Conference Paper
Times cited : (10)

References (15)
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  • 3
    • 36448966531 scopus 로고    scopus 로고
    • Reprinted in Karen Spärck Jones and Peter Willett, eds, Morgan Kaufmann, pp
    • Reprinted in Karen Spärck Jones and Peter Willett, eds., Readings in Information Retrieval, Morgan Kaufmann, pp. 339-344, 1997.
    • (1997) Readings in Information Retrieval , pp. 339-344
  • 4
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    • Relevance information: A loss of entropy but a gain for idf?
    • A. P. de Vries and T. Roelleke. Relevance information: A loss of entropy but a gain for idf? In Proceedings of SIGIR, pages 282-289, 2005.
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    • de Vries, A.P.1    Roelleke, T.2
  • 5
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    • A formal study of information retrieval heuristics
    • H. Fang, T. Tao, and C. Zhai. A formal study of information retrieval heuristics. In Proceedings of SIGIR, pages 49-56, 2004.
    • (2004) Proceedings of SIGIR , pp. 49-56
    • Fang, H.1    Tao, T.2    Zhai, C.3
  • 6
    • 0032263984 scopus 로고    scopus 로고
    • A theory of term weighting based on exploratory data analysis
    • New York, NY, USA
    • W. R. Greiff. A theory of term weighting based on exploratory data analysis. In Proceedings of SIGIR, pages 11-19, New York, NY, USA, 1998.
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    • Greiff, W.R.1
  • 8
    • 34548080780 scopus 로고    scopus 로고
    • chapter 11 Probabilistic information retrieval, Cambridge University Press, Draft of April 28
    • C. D. Manning, P. Raghavan, and H. Schütze. Introduction to Information Retrieval, chapter 11 (Probabilistic information retrieval). Cambridge University Press, 2007. Draft of April 28.
    • (2007) Introduction to Information Retrieval
    • Manning, C.D.1    Raghavan, P.2    Schütze, H.3
  • 9
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    • Why inverse document frequency?
    • K. Papineni. Why inverse document frequency? In Proceedings of the NAACL, pages 1-8, 1995.
    • (1995) Proceedings of the NAACL , pp. 1-8
    • Papineni, K.1
  • 10
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    • Understanding inverse document frequency: On theoretical arguments for IDF
    • S. E. Robertson. Understanding inverse document frequency: On theoretical arguments for IDF. Journal of Documentation, 60(5):503-520, 2004.
    • (2004) Journal of Documentation , vol.60 , Issue.5 , pp. 503-520
    • Robertson, S.E.1
  • 12
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    • On relevance weights with little relevance information
    • S. E. Robertson and S. Walker. On relevance weights with little relevance information. In Proceedings of SIGIR, pages 16-24, 1997.
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    • Robertson, S.E.1    Walker, S.2
  • 13
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    • Spärck Jones, K.1
  • 15
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    • A note on inverse document frequency weighting scheme [sic]
    • Technical Report TR-89-990, Cornell University, Ithaca, NY, USA
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.