74553

Автор(ы): 

Автор(ов): 

3

Параметры публикации

Тип публикации: 

Доклад

Название: 

Model for Monitoring of Socio-Economic Processes Using Fuzzy Cognitive Map and Algorithms for Detecting Structural Changes

Электронная публикация: 

Да

ISBN/ISSN: 

978-989-758-622-4

DOI: 

10.5220/0011949900003612

Наименование конференции: 

  • 3nd International Symposium on Automation, Information and Computing (ISAIC 2022, Beijing, China)

Наименование источника: 

  • Proceedings of the 3rd International Symposium on Automation, Information and Computing

Обозначение и номер тома: 

Vol. 1

Город: 

  • Beijing

Издательство: 

  • SCITEPRESS

Год издания: 

2023

Страницы: 

428-433
Аннотация
The paper considers the model of monitoring conducted to detect structural shifts in socio-economic processes, arising under the influence of events in the external environment. The proposed procedure includes monitoring of the macro- and business environment in which the observed process develops; monitoring of time series describing the dynamics of the observed processes; supervisor for analysing signals from two monitoring systems, adjusting their parameters and forming the final output signal. The practical significance of the proposed procedure consists in increasing the efficiency of structural shift detection algorithms by obtaining additional information by them, and, accordingly, in enhancing the capabilities of expert-analysts and forecasters in solving the target problems of analysis and forecasting in situations of uncertainty and instability based on the processing of heterogeneous information.

Библиографическая ссылка: 

Авдеева З.К., Гребенюк Е.А., Коврига С.В. Model for Monitoring of Socio-Economic Processes Using Fuzzy Cognitive Map and Algorithms for Detecting Structural Changes / Proceedings of the 3rd International Symposium on Automation, Information and Computing. Beijing: SCITEPRESS, 2023. Vol. 1. С. 428-433.