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Role of Time Scales in the Coupled Epidemic-Opinion Dynamics on Multiplex Networks.

Authors :
Jankowski, Robert
Chmiel, Anna
Source :
Entropy. Jan2022, Vol. 24 Issue 1, p105. 1p.
Publication Year :
2022

Abstract

Modelling the epidemic's spread on multiplex networks, considering complex human behaviours, has recently gained the attention of many scientists. In this work, we study the interplay between epidemic spreading and opinion dynamics on multiplex networks. An agent in the epidemic layer could remain in one of five distinct states, resulting in the SIRQD model. The agent's attitude towards respecting the restrictions of the pandemic plays a crucial role in its prevalence. In our model, the agent's point of view could be altered by either conformism mechanism, social pressure, or independent actions. As the underlying opinion model, we leverage the q-voter model. The entire system constitutes a coupled opinion–dynamic model where two distinct processes occur. The question arises of how to properly align these dynamics, i.e., whether they should possess equal or disparate timescales. This paper highlights the impact of different timescales of opinion dynamics on epidemic spreading, focusing on the time and the infection's peak. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10994300
Volume :
24
Issue :
1
Database :
Academic Search Index
Journal :
Entropy
Publication Type :
Academic Journal
Accession number :
154817454
Full Text :
https://doi.org/10.3390/e24010105