Karabulatova I.S., Vorontsov K.V., Okolyshev D.A., Zhang L. Communicative Types “Municipal Employees” in the Media Space: Development of an Automatic Information and Analytical Assessment System
DOI: https://doi.org/10.15688/jvolsu2.2024.5.6
Irina S. Karabulatova
Doctor of Sciences (Philology), Professor, Head of the Research Center for Digital Humanities, Institute of the Russian Language, Heilongjiang University
Xuefu Rd, 74, Harbin, China
Leading Researcher, Laboratory "Machine Learning and Semantic Analysis", Institute of Artificial Intelligence, Lomonosov Moscow State University
Leninskie gory, 1, 119991 Moscow, Russia
Professor, Department of Foreign Languages, Faculty of Philology, Peoples' Friendship University of Russia named after Patrice Lumumba
Miklukho-Maklaya St, 6, 117198 Moscow, Russia
This email address is being protected from spambots. You need JavaScript enabled to view it.
https://orcid.org/0000-0002-4228-3235
Konstantin V. Vorontsov
Doctor of Sciences (Physics and Mathematics), Professor of the Russian Academy of Sciences, Head of the Laboratory "Machine Learning and Semantic Analysis", Institute of Artificial Intelligence, Head of the Department of Mathematical Forecasting Methods, Lomonosov Moscow State University
Leninskie gory, 1, 119991 Moscow, Russia
Professor, Department of Intelligent Systems, Moscow Institute of Physics and Technology
Kerchenskaya St, 1a, Bld. 1, 117303 Moscow, Russia
This email address is being protected from spambots. You need JavaScript enabled to view it.
https://orcid.org/0000-0002-4244-4270
Daniil A. Okolyshev
Junior Researcher, Laboratory "Machine Learning and Semantic Analysis", Institute of Artificial Intelligence, Mathematician, Department of Mathematical Forecasting Methods, Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University
Leninskie gory, 1, 119991 Moscow, Russia
Postgraduate Student, Department of Foreign Languages, Peoples' Friendship University of Russia named after Patrice Lumumba
Miklukho-Maklaya St, 6, 117198 Moscow, Russia
This email address is being protected from spambots. You need JavaScript enabled to view it.
https://orcid.org/0000-0001-9502-4037
Ludan Zhang
Postgraduate Student, Department of Foreign Languages, Peoples' Friendship University of Russia named after Patrice Lumumba
Miklukho-Maklaya St, 6, 117198 Moscow, Russia
This email address is being protected from spambots. You need JavaScript enabled to view it.
https://orcid.org/0009-0003-0167-5587
Abstract. The article examines the issue of representing municipal government in the media space, followed by the proposed solution for automatically identifying signs of destructive and constructive positioning of communicative types of municipal employees in the public information space. The definition of the concept of the communicative type "municipal employee" with verification features is introduced. The results of the analysis of the organization of local self-government on the example of the Moscow region allowed us to conclude that the communicative type "municipal employee" reflects a diversified system of territorial communicative position within the regional government. The information obtained during the analysis of public information space attitudes regarding the activities of municipal employees can be automated with the method of identifying linguistic markers of emotivity to determine the communicative position of territorial authorities. The suggested methodology for effective automation of the studied subject area in the humanities has been verified as possessing a high scientific potential for further research. It is concluded that the development of technology for monitoring and forecasting public threats based on "soft power" methods through automatic and expert work to identify markers of evaluative presentation of communicative types of municipal employees is designed to help regional authorities achieve the desired results in ensuring territorial identity.
Key words: communication studies, municipal management, media discourse, digital humanities, markers of emotivity, media image of municipal government, destructeme, constructeme.
Citation. Karabulatova I.S., Vorontsov K.V., Okolyshev D.A., Zhang L. Communicative Type "Municipal Employee" in the Media Space: Development of an Automatic Information and Analytical Assessment System. Vestnik Volgogradskogo gosudarstvennogo universiteta. Seriya 2. Yazykoznanie [Science Journal of Volgograd State University. Linguistics], 2024, vol. 23, no. 5, pp. 72-86. DOI: https://doi.org/10.15688/jvolsu2.2024.5.6
Communicative Types “Municipal Employees” in the Media Space: Development of an Automatic Information and Analytical Assessment System by Karabulatova I.S., Vorontsov K.V., Okolyshev D.A., Zhang L. is licensed under CC BY 4.0
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