Development of a prototype of information and analytical system “Ecological barometer” based on artificial intelligence technologies.
https://doi.org/10.34020/2073-6495-2023-4-010-023
Abstract
The article presents and discusses the statement of the problem, goals and objectives, methodology, tools, software and research results obtained during the development of the prototype information and analytical system “Ecological Barometer”. A review of research in the area of knowledge under discussion has been completed. A system of characteristics for measuring the level of environmental safety is outlined. Sources of primary data are described in detail. The system involves the implementation of monitoring and analysis of key characteristics of the state of the environment based on data obtained using artificial intelligence technologies.
Keywords
prototype,
information and analytical system,
terms of reference,
artificial intelligence technologies,
neural networks,
model,
Dataset,
environmental barometer,
environmental situation,
data analysis
Supporting agencies: The work was carried out with financial support from the Russian Science Foundation (RSF), project No. 22-28-00629.
About the Authors
V. V. Glinskiy
Novosibirsk State University of Economics and Management
Russian Federation
Russian Federation
Glinskiy Vladimir V., Doctor of Economic Sciences, Professor, Department of Statistics
Novosibirsk
L. K. Serga
Novosibirsk State University of Economics and Management
Russian Federation
Russian Federation
Serga Lyudmila K., Candidate of Economic Sciences, Associate Professor, Associate Professor of the Department of Statistics
Novosibirsk
K. A. Zaykov
Siberian Institute of Management – Branch of the Russian Academy of National Economy and Public Administration under the President of the Russian Federation
Russian Federation
Russian Federation
Zaykov Kirill A., Candidate of Economic Sciences, Deputy Director
Novosibirsk
Yu. N. Ismayilova
Siberian Institute of Management – Branch of the Russian Academy of National Economy and Public Administration under the President of the Russian Federation
Russian Federation
Russian Federation
Ismayilova Yulia N., Candidate of Economic Sciences, Associate Professor, Department of Business Analytics, Accounting and Statistics
Novosibirsk
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Review
For citations:
Glinskiy V.V., Serga L.K., Zaykov K.A., Ismayilova Yu.N. Development of a prototype of information and analytical system “Ecological barometer” based on artificial intelligence technologies. Vestnik NSUEM. 2023;(4):10-23. (In Russ.) https://doi.org/10.34020/2073-6495-2023-4-010-023
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