Opinion dynamics model based on the cognitive dissonance: An agent-based simulation

被引:59
作者
Li, Ke [1 ]
Liang, Haiming [1 ]
Kou, Gang [2 ]
Dong, Yucheng [1 ]
机构
[1] Sichuan Univ, Business Sch, Chengdu 610065, Sichuan, Peoples R China
[2] Southwestern Univ Finance & Econ, Sch Business Adm, Chengdu 611130, Sichuan, Peoples R China
关键词
Opinion dynamics; Cognitive dissonance; Connection; Bounded confidence; Initial opinion distributions; NETWORKS; PROPAGATION; TOPOLOGY; LEADERS;
D O I
10.1016/j.inffus.2019.09.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In opinion dynamics, some agents may exhibit the cognitive dissonance behaviors owing to the contradictory belief, attitudes and opinions that they might confront with. This may greatly influence the evolutions of opinions and connections. To this end, this paper proposes an opinion dynamics model based on the cognitive dissonance (ODCD). In the ODCD model, with the consideration of bounded confidence effects, the methods for updating the opinions and network of agents are provided, respectively. Then, we design the simulation experiments with different initial opinion distributions to investigate the influences of bounded confidences and initial connection probabilities. Finally, we conduct a comparison analysis on the opinion dynamics with different initial opinion distributions.
引用
收藏
页码:1 / 14
页数:14
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