Work number - M 33 FILED
Presented Institute of Industrial Economics of the National Academy of Sciences of Ukraine
Authors:
TURLAKOVA Svitlana – D. Sc in Economics, Professor, Leading Researcher of The Department of Financial and Economic Problems of Using Production Potential.
The main result of the research is a complex of theoretical and methodological approaches, conceptual provisions and economic-mathematical models based on a reflexive approach and artificial intelligence methods and models, as well as practical recommendations for managing the behavior of economic agents in social and economic systems.
For the first time, the conceptual provisions for modeling the processes of reflexive management of the behavior of economic agents were proposed, a complex of methods and models of the reflexive management of the behavior of economic agents in socio-economic systems were proposed; improved: the method of identifying reflexive characteristics of agents based on artificial intelligence methods, a neural network model based on Kohonen's self-organization maps for diagnosing the behavior of economic agents in socio-economic systems, reflexive models of choosing economic agents; further developed: a method for determining the values of reflexive characteristics of competence and the value of decisions within the framework of the mechanism for choosing economic agents in socio-economic systems.
The scientific significance of the research results lies in the substantiation of conceptual provisions, the development and improvement of appropriate scientific and methodological approaches to managing the behavior of economic agents in socio-economic systems using artificial intelligence methods and models of reflexive behavioral economics. Their practical significance is due to the fact that the substantiation of practical recommendations based on a reflexive approach and methods and models of artificial intelligence forms the scientific basis for managing the behavior of economic agents, will contribute to increasing the efficiency of informational interaction of economic agents, will allow to direct the actions of economic agents in the direction of economic development and increase the efficiency of the functioning of macro- and micro-level socio-economic systems.
Scientific developments correspond to high-level national standards.
Scientific provisions, conclusions and recommendations obtained within the scope of the work have been implemented in the activities of authorities, local self-government bodies of Ukraine, all-Ukrainian public organizations, international holdings, IT companies and enterprises, higher educational institutions.
Number of publications: 15 collective monographs (textbooks, manuals), 5 articles in journals included in category "A" (including 2 foreign publications) and 51 articles in journals included in category "B", 33 abstracts of reports. The total number of references to the authors' publications/h-index on the work according to the databases is respectively: Web of Science 0/0, Scopus 12/3, Google Scholar 183/10. Received 1 certificate of copyright registration for a work or other received protection documents for objects of intellectual property right.
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