期刊
EXPERT SYSTEMS WITH APPLICATIONS
卷 236, 期 -, 页码 -出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.eswa.2023.121292
关键词
Group decision-making; Expressed and private opinions model; Behavioral inference; Hierarchical network; Self-cognitive dissonance
This study proposes a novel model of expressed and private opinions, taking into account the behavioral characteristics of individuals and the influence of social pressure on opinion formation. The simulation results show that increasing social pressure leads to consensus formation in the group, but individual private opinions and behaviors exhibit polarization.
In group decision-making, the expressed opinion of a social individual may be inconsistent with or even opposite to his/her own private opinion or inner thought. Expressed and private opinions (EPOs) models were then developed to study decision-making mechanisms with private opinions. However, most of the existing EPOs models assumed that the individual private opinion is often fixed, or updated by his/her own private opinion and neighbors' expressed opinions, ignoring the behavior characteristics of social individuals. In this paper, a novel EPOs model is built under a more realistic scenario where the individual private opinions are updated by reasoning the neighbors' private opinions from their behaviors while the expressed opinions are subject to social pressure. Meanwhile, we investigate the group opinion formation under the proposed EPOs model over a Leader-Influencer-Follower hierarchical network. The evolution process under the proposed EPOs model shows that, on the one hand, when the social pressure is monotonically increasing, group expressed opinions often reach consensus, and the consensus reaching time is closely related to the pressure increase rate. On the other hand, group private opinions and behaviors of the individuals show polarization. The simulation results reveal the sociological phenomena of the golden meanand inconsistent words and deeds, respectively.
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