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Conference material: "Scientific service & Internet: proceedings of the 22nd All-Russian Scientific Conference (September 21-25, 2020, online)"
Authors: Kozitsin A.S., Afonin S.A., Shachnev D.A.
Thematic analysis in scientometric systems
Abstract:
The use of modern methods of thematic analysis for the analytical processing of information is currently used in almost all areas of human activity, including scientometrics. Many scientometric and citation systems, including the world famous WoS, Scopus, Google Shcolar, develop thematic categories for searching and processing information. Most important tasks that can be solved using thematic classification methods are: assessment of the dynamics of the development of thematic areas in the organization, country and in world science; search for articles on a given topic; search and assessment of the authority of experts; search for journal for publication and other relevant tasks. The Lomonosov Moscow State University is currently developing and using the system ISTINA. In this project, algorithms have been created that solve some of the problems listed. Scientific research is underway to create new effective mathematical models and algorithms in this area.
Keywords:
thematic classification, bibliographic data, graph of coauthorship, Information Systems
Publication language: russian,  pages: 14 (p. 394-407)
Russian source text:
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About authors:
  • Kozitsin Alexander Serggevich,  orcid.org/0000-0002-8065-9061,  Lomonosov Moscow State University
  • Afonin Sergey Alexandrovich,  orcid.org/0000-0003-3058-9269,  Research Institute of Mechanics, Moscow State University
  • Shachnev Dmitry Alexeevich,  orcid.org/0000-0002-5940-9180,  Research Institute of Mechanics, Moscow State University