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Opinion Dynamics in Two-Layer Networks with Hypocrisy

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Abstract

We propose a general concealed voter model (GCVM), in which individuals interact in two layers and can exchange their opinions in the internal layer. This interaction is not allowed in a CVM. By exchanging opinions in the internal layer, we mean that individuals share their real or internal opinions with their close friends. The process of opinion formation in GCVM is presented in the paper. We make the series of numerical simulations of GCVM with different network structures (both external and internal) and get some counterintuitive conclusions. For instance, we find out that sometimes with a relatively simple network structure of an external layer the consensus within the individuals’ opinions cannot be reached, and if individuals in the network are not good at expressing their opinions publicly (in an external layer), exchanging opinions with their close friends (in an internal layer) is almost useless.

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Author notes

  1. The work of the second author was supported by the National Natural Science Foundation of China (No. 72171126).

Authors and Affiliations

  1. Saint Petersburg State University, Saint Petersburg, 199034, Russia

    Chi Zhao & Elena Parilina

  2. Qingdao University, School of Mathematics and Statistics, Qingdao 266071, Shandong, China

    Elena Parilina

Authors
  1. Chi Zhao
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  2. Elena Parilina
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C. Zhao and E. Parilina have contributed equally to this work.

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Correspondence to Chi Zhao.

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The authors have no relevant financial or non-financial interests to disclose. The authors equally contributed to this work.

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Zhao, C., Parilina, E. Opinion Dynamics in Two-Layer Networks with Hypocrisy. J. Oper. Res. Soc. China 12, 109–132 (2024). https://doi.org/10.1007/s40305-023-00503-2

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  • DOI: https://doi.org/10.1007/s40305-023-00503-2

Keywords

Mathematics Subject Classification