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

Zinaida Avdeeva, Elena Grebenuyk, Svetlana Kovriga

2022

Abstract

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.

Paper Citation

in Harvard Style

Avdeeva Z., Grebenuyk E. and Kovriga S. (2022). Model for Monitoring of Socio-Economic Processes Using Fuzzy Cognitive Map and Algorithms for Detecting Structural Changes. In Proceedings of the 3rd International Symposium on Automation, Information and Computing - Volume 1: ISAIC; ISBN 978-989-758-622-4, SciTePress, pages 428-433. DOI: 10.5220/0011949900003612

in Bibtex Style

@conference{isaic22,
author={Zinaida Avdeeva and Elena Grebenuyk and Svetlana Kovriga},
title={Model for Monitoring of Socio-Economic Processes Using Fuzzy Cognitive Map and Algorithms for Detecting Structural Changes},
booktitle={Proceedings of the 3rd International Symposium on Automation, Information and Computing - Volume 1: ISAIC},
year={2022},
pages={428-433},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011949900003612},
isbn={978-989-758-622-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Symposium on Automation, Information and Computing - Volume 1: ISAIC
TI - Model for Monitoring of Socio-Economic Processes Using Fuzzy Cognitive Map and Algorithms for Detecting Structural Changes
SN - 978-989-758-622-4
AU - Avdeeva Z.
AU - Grebenuyk E.
AU - Kovriga S.
PY - 2022
SP - 428
EP - 433
DO - 10.5220/0011949900003612
PB - SciTePress