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JOURNALS // Preprints of the Keldysh Institute of Applied Mathematics // Archive

Keldysh Institute preprints, 2020 068, 16 pp. (Mi ipmp2859)

This article is cited in 5 papers

Effectiveness of methods for assessing the text relevance

K. M. Belova, V. A. Sudakov


Abstract: 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.

Keywords: relevance, cosine similarity, Tanimoto index, Okapi BM25, undominated alternatives.

DOI: 10.20948/prepr-2020-68



© Steklov Math. Inst. of RAS, 2024