Methods and algorithms for automatic extraction of information from
scientific texts for creating a scientific terminology thesaurus

Vopilova Elena Vladimirovna; Kryuchkova Elena Nikolaevna

Methods and algorithms for automatic extraction of information from scientific texts for creating a scientific terminology thesaurus

Vopilova E. V., Kryuchkova E. N.

Vopilova Elena Vladimirovna

graduate student, Polzunov Altai State Technical University, Faculty of Information Technology, Chair of Applied Mathematics

Kryuchkova Elena Nikolaevna

PhD in Physics and Mathematics, Professor, Polzunov Altai State Technical University, Faculty of Information Technology, Chair of Applied Mathematics

Published: 2024, vol. 28, issue 4, pp. 21–31

Download full text (In Russian)

Abstract

The paper proposes a method for automatic construction of a scientific terminology thesaurus based on algorithms for extraction of multi-word terms from special encyclopedias and scientific publications. The results of the algorithms for thesaurus creation and replenishment are presented on the example of mathematical text processing. We propose the algorithm for comparative semantic analysis of scientific publications and the ways of quantitative estimation of their semantic similarity.

Keywords: aspect-oriented analysis, scientific vocabulary, semantic graph, classification of scientific text, automatic processing of unstructured texts.

BibTeX

@article{IS-Vopilova-Kryuchkova2024,
  author  = {Vopilova, Elena Vladimirovna and Kryuchkova, Elena Nikolaevna},
  title   = {{Methods and algorithms for automatic extraction of information
    from scientific texts for creating a scientific terminology thesaurus}},
  journal = {Intelligent Systems. Theory and Applications},
  year    = {2024},
  volume  = {28},
  number  = {4},
  pages   = {21--31},
}

AMSBIB

\Bibitem{IS-Vopilova-Kryuchkova2024}
\by E.\,V.~Vopilova, E.\,N.~Kryuchkova
\paper Methods and algorithms for automatic extraction of information
    from scientific texts for creating a scientific terminology thesaurus
\jour Intelligent Systems. Theory and Applications
\yr 2024
\vol 28
\issue 4
\pages 21--31
\lang In Russian

Published under Creative Commons Attribution 4.0 International (CC BY 4.0)

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