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KIAM Preprint № 68, Moscow, 2020
Authors: Belova K.M., Sudakov V. A.
Effectiveness of methods for assessing the text relevance
Using the example of the task of comparing the abstracts of articles and descriptions of planned research projects, various methods for assessing the relevance of texts are analyzed and their effectiveness is determined. To obtain a rational assessment of relevance, a procedure for integrating the resulting estimates is proposed. Software has been developed that implements the proposed approach. Approbation of the proposed procedure was carried out on the example of notices of grants and public procurement and abstracts of scientific articles posted in the Russian Science Citation Index.
relevance, cosine similarity, Tanimoto index, Okapi BM25, undominated alternatives
Publication language: russian,  pages: 16
Research direction:
Mathematical modelling in actual problems of science and technics
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About authors:
  • Belova Kristina Mikhailovna,,  Plekhanov Russian University of Economics
  • Sudakov Vladimir Anatolievich, RAS