Modeling of Individual's «State» in Pandemic

Modeling of Individual's «State» in Pandemic Full article

Conference

2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine
04-08 Jul 2022 , Новосибирск

Source

2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB), 7-8 July, Novosibirsk, Russia
Compilation, 2022. 392 c.

Output data

Year: 2022, Pages: 180-183 Pages count : 4 DOI: 10.1109/CSGB56354.2022.9865395

Tags

cognitive model; fuzzy sets; pandemic; simplicial analysis; state; system; system pattern

Authors

Marenko V. ¹ , Luchko O. ² , Milcharek T. ³ , Lozhnikov A. ³ , Ryspayeva C. ⁴

Affiliations

1	Sobolev Institute of Mathematics, SB RAS, Lab. MPPI, Novosibirsk, Russian Federation
2	Omsk Humanitarian Academy, Department of Informatics, Omsk, Russian Federation
3	Omsk State Technical University, Department of Psychological, Omsk, Russian Federation FITandCS, Omsk State Technical University, Omsk, Russian Federation
4	Institute of Communication and Psychology, University of Innovative Technologies, Bishkek, Kyrgyzstan

Funding (1)

Омский филиал ФГБУН «Институт математики им. С.Л. Соболева СО РАН».

FWNF-2022-0016

Mental health and physiological condition of a person, his social success are defined by his ability to adapt to a rapidly changing world. The purpose of the article presented is to illustrate the models, which can influence on the state of an individual in a pandemic. The scientific analysis of the problem reveals that the main tools to define the state of an individual appear to be conceptual models and mathematic statistics. For research, we use some elements of system analysis, cognitive approach and theory of fuzzy sets. To achieve the purpose we have solved the following tasks. In 2020, the survey of students and teachers of the university was conducted to obtain primary data in order to build the models of 'adaptation' and of the degree of 'changing the world picture' of an individual during the pandemic. The influencing factors are revealed, the cause-and-effect relationships between them are indicated, a cognitive model of the 'state' of an individual during the pandemic is built, and its simplicial analysis is also carried out. Pareto diagrams are built to identify the factors that make the main contribution to changing the picture of the world and adaptation of people in a pandemic. The results of the research are used to support managerial decision-making. © 2022 IEEE.

Marenko V. , Luchko O. , Milcharek T. , Lozhnikov A. , Ryspayeva C.
Modeling of Individual's «State» in Pandemic
In compilation 2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB), 7-8 July, Novosibirsk, Russia. 2022. – C.180-183. DOI: 10.1109/CSGB56354.2022.9865395 Scopus OpenAlex

Scopus:	2-s2.0-85138474679
OpenAlex:	W4293812502

Пока нет цитирований