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Algorithm for Searching Scientific Publications by References Using Neural Network Models

  • D. Dorovskikh,
  • A. Teslyuk,
  • S. Bobkov

摘要

Abstract

Databases of scientific publications contain millions of articles. To access relevant information, effective search methods are needed that use factors related to the key essence of publications. This paper presents an approach to extracting the essence of articles from brief descriptions used in references using neural network models. As a result, a prototype of a search service was created that allows you to find scientific publications by short descriptions.