Management models for complex socioeconomic systems

The article describes the management model of complex socioeconomic systems, based on the synthesis of information that characterizes economic systems. To summarize the information, it is proposed to use the Rasch model for estimating latent variables. The management structure of complex economic sy...

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Bibliographic Details
Published in:E3S web of conferences 2021-01, Vol.244, p.11002
Main Authors: Moiseev, Sergey, Kalinina, Natalia, Shevchenko, Lyudmila, Poryadina, Vera
Format: Article
Language:English
Subjects:
Company structure
Computer applications
Economic analysis
Economic models
Estimates
Indicators
Information sources
Mathematical models
Socioeconomic factors
Socioeconomics
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Summary:The article describes the management model of complex socioeconomic systems, based on the synthesis of information that characterizes economic systems. To summarize the information, it is proposed to use the Rasch model for estimating latent variables. The management structure of complex economic systems is considered on the basis of generalization of system indicators according to the Rasch model. The mathematical basis for solving the problem is described, including taking into account the importance of the criteria. The case is considered when the values of indicators of the economic system are obtained from a variety of information sources. The results of computational experiments are presented, which allow analyzing the main properties of estimates of generalized indicators of economic systems. Computational experiments have shown that estimates of generalized indicators of objects are measured on a linear scale, are highly accurate and resistant to changes in the source data.
ISSN:2267-1242
2555-0403
2267-1242
DOI:10.1051/e3sconf/202124411002