Izvestiya of Saratov University.

Mathematics. Mechanics. Informatics

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ISSN 2541-9005 (Online)

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Firsova A. A., Makarova E. L. Cognitive analysis of the structural stability for the knowledge-intensive sectors of the regional economy. Izvestiya of Saratov University. Mathematics. Mechanics. Informatics, 2022, vol. 22, iss. 3, pp. 401-412. DOI: 10.18500/1816-9791-2022-22-3-401-412, EDN: BCKVXN

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Cognitive analysis of the structural stability for the knowledge-intensive sectors of the regional economy

Firsova Anna A., Saratov State University
Makarova Elena L., South Federal University

The paper demonstrates the application of cognitive modeling methods to study the functioning problems of semi-structured complex economic systems. The aim of the research is to study the structural stability of the relationship between knowledge-intensive sectors and regional economy using cognitive analysis. The concepts and factors influencing the studied systems are determined, cognitive maps of the relationship between knowledge-intensive sectors and regional economy are created, a qualitative analysis of the properties and cycles has been carried out. Impulse and scenario modeling made it possible to draw a conclusion about structural stability of the developed cognitive model. Various scenarios of the system's behavior under the influence of impulse modeling are visualized. The research results can be used to support decision-making process due to developing strategies and policies for the balanced development of knowledge-intensive markets and socio-economic systems.

This work was supported by Russian Science Foundation (project No. 19-18-00199).
  1. Miles I. Knowledge intensive business services: prospects and policies. Foresight, 2005, vol. 7, no. 6, pp. 39–63. https://doi.org/10.1108/14636680510630939
  2. Makarova E. L. Сognitive modeling of balanced development of regional system of higher education subject to the needs of a region. Vestnik Permskogo universiteta. Seria Ekonomika [Perm University Herald. Economy], 2018, vol. 13, iss. 4, pp. 516–531 (in Russian). https://doi.org/10.17072/1994-9960-2018-4-516-531
  3. Axelrod R. Structure of Decision: The Cognitive Maps of Political Elites. Princeton Legacy Librari, vol. 1707. Princeton University Press, 2015. 422 p. Published by Princeton University Press 1976. https://doi.org/10.1515/9781400871957
  4. Siljak D. D. Stability of large-scale systems under structural perturbations. IEEE Transactions on Systems, Man, and Cybernetics, 1972, vol. SMC-2, iss. 5, pp. 657–663. https://doi.org/10.1109/tsmc.1972.4309194
  5. Zgurovsky M. Z., Romanenko V. D., Milyavskiy Y. L. Principles and methods of impulse processes control in cognitive maps of complex systems. Part I. Journal of Automation and Information Sciences, 2016, vol. 48, iss. 3, pp. 36–45. https://doi.org/10.1615/jautomatinfscien.v48.i3.40
  6. Kosko B. Fuzzy cognitive maps. International Journal of Man-Machine Studies, 1986, vol. 24, iss. 1, pp. 65–75. https://doi.org/10.1016/S0020-7373(86)80040-2
  7. Ginis L. A. Methodological basis of simulation and cognitive modelling technology of socio-economic systems. Journal of Physics: Conference Series, 2020, vol. 1661, pp. 012035. https://doi.org/10.1088/1742-6596/1661/1/012035, EDN: VNBFMB
  8. Gorelova G. V., Pankratova N. D., Borisova D. V. Problems of interregional integration, cognitive modeling. IFAC-PapersOnLine, 2019, vol. 52, iss. 25, pp. 168–173. https://doi.org/10.1016/j.ifacol.2019.12.467
  9. Ginis L. A., Gorelova G. V., Kolodenkova A. E. Cognitive and simulation modeling of socioeconomic systems. Advances in Computer Science Research, 2017, vol. 72, pp. 50–54. https://doi.org/10.2991/itsmssm-17.2017.12
  10. Firsova A., Makarova E. Cognitive modelling the impact of a regional system of higher education in the innovative development of the region. Izvestiya of Saratov University. Economics. Management. Law, 2015, vol. 15, iss. 4, pp. 411–417 (in Russian). https://doi.org/10.18500/1994-2540-2015-15-4-411-417
  11. Makarova E. L., Firsova A. A., Tugusheva R. R. Institutional management elaboration through cognitive modeling of the balanced sustainable development of regional innovation systems. Journal of Open Innovation: Technology, Market and Complexity, 2020, vol. 6, iss. 2, Art. 32. https://doi.org/10.3390/joitmc6020032
  12. Saibonova L. N. Intellectual potential of the region in conditions of information integration. Statistics and Economics, 2014, no. 6 (2), pp. 340–345 (in Russian). https://doi.org/10.21686/2500-3925-2014-6(2)-340-345, EDN: TKVUAJ
  13. Pikanov M. I. Formation of the strategy of innovative development of the region. Economic Sciences, 2011, no. 4 (77), pp. 58–62 (in Russian). EDN: OYUCEZ
  14. Daineko V. G., Daineko E. U. Quality of intellectual capital and modernization of the institution of its control. Bulletin of Voronezh State Technical University, 2011, vol. 7, iss. 9, pp. 78–81 (in Russian). EDN: OESMJH
  15. Tugusheva R. R. Demonstration of fictitious in intelligent goods at the economy knowledge. Izvestiya of Saratov University. Economics. Management. Law, 2016, vol. 16, iss. 4, pp. 390–394 (in Russian). https://doi.org/10.18500/1994-2540-2016-16-4-390-394
  16. Simchenko N. A., Berkovich M. L. Ecosystem designing for the development of universities in a digital environment. Perspektivy nauki i obrazovania [Perspectives of Science and Education], 2021, vol. 49, iss. 1, pp. 491–505 (in Russian). https://doi.org/10.32744/pse.2021.1.34
  17. Daneykin Yu. V., Ivanova O. P., Trifonov V. A. University contribution to the development of the region: ecosystem approach. Perspektivy nauki i obrazovania [Perspectives of Science and Education], 2021, vol. 53, iss. 5, pp. 591–606 (in Russian). https://doi.org/10.32744/pse.2021.5.40
  18. Fakhreeva V. V. Characteristics of the market for educational services of continuing education in Russia. Social and Economic Development of the Asia-Pacific Region: Problems, Experience, Prospects, no. 1, 2018, pp. 235–241 (in Russian). EDN: VKAHEW
  19. Evdokimov S. A. Prospects of development of regional economic models of diffusion evaluation for innovative goods-complement. The Humanities and Social Sciences, 2013, no. 3, pp. 9–17 (in Russian). EDN: RABYXT
  20. Podprugin M. O. Sustainable development of the region: The concept, the basic approaches and the factors. Rossiyskoe predprinimatelstvo [Russian Journal of Entrepreneurship], 2012, no. 24 (222), pp. 214–221 (in Russian). EDN: PKIMTZ
  21. Gorelova G. V., Kalinichenko A. I., Kuzminov A. N. Program for cognitive modeling and analysis of socio-economic systems at the regional level. Certificate of state registration of the computer program No. 2018661506 Russian Federation. EDN: WPRXPM