THE COMPARATIVE ANALYSIS OF SPECTRAL LANGUAGE MODELAND OTHER INFORMATION RETRIEVAL MODELS


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Abstract

Comparison of spectral language model (SLM) with models most widely used in information retrieval, such as DFR
(Difference From Randomness) and BM25 by quality estimation of the search problems decision.

References

  1. Okapi at TREC-3 / S. Robertson, S. Walker, M. Hancock-Beaulieu, M. Gatford // Proc. of the Third Text Retrieval Conf. 1994. Р. 109-126.
  2. Amati G., Van Rijsbergen C. J. Probabilistic models of information retrieval based on measuring the divergence from randomness // The Information Retrieval Group. 2002. № 20(4). Р. 357-389.
  3. Зябрев И. Н., Пожарков О. В., Пожаркова И. Н. Использование спектральных характеристик лексем для улучшения поисковых алгоритмов // Тр. РОМИП. 2010. Казань : Изд-во Казан. ун-та, 2010. С. 40-48.

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Copyright (c) 2011 Zyabrev I.N., Vasilenko K.N., Pozharkov O.V., Pozharkova I.N., Zyabrev I.N., Vasilenko K.N., Pozharkov O.V., Pozharkova I.N.

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