Mass media and its impact on opinion dynamics of the nonlinear q-voter model

被引:5
|
作者
Muslim, Roni [1 ]
Nqz, Rinto Anugraha [2 ]
Khalif, Muhammad Ardhi [3 ]
机构
[1] Natl Res & Innovat Agcy BRIN, Res Ctr Quantum Phys, South Tangerang 15314, Indonesia
[2] Univ Gadjah Mada, Dept Phys, Yogyakarta 55281, Indonesia
[3] Walisongo State Islamic Univ, Dept Phys, Semarang 50181, Indonesia
关键词
Opinion dynamics; Exit probability; Relaxation time; Scaling; Mass media effect; SCALING BEHAVIOR; STATISTICAL PHYSICS; CONFIDENCE;
D O I
10.1016/j.physa.2023.129358
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
With the success of general conceptual frameworks of statistical physics, many scholars have tried to apply these concepts to other interdisciplinary fields, such as socio-politics, economics, biology, medicine, and many more. In this work, we study the effect of mass media on opinion evolution based on the nonlinear q -voter by means with probability p a voter adopts the mass media opinion whenever a q -sized agent in the population is not in unanimous agreement. We perform analytical and numerical calculations for some quantities of macroscopic parameters of the model such as order parameter (representing an average of public opinion), consensus (relaxation) time, and exit probability, and obtain the agreement results. We find the power -law relations for some quantities of the model. (1) The probability threshold pt, i.e a probability that makes the system reaches a homogeneous state, follows the power -law relation pt similar to qy with the q -sized agent, where y = -1.00 +/- 0.01 is the best fitting parameter. The probability threshold pt also eliminates the coexistence two ordered states of the model. (2) The relaxation time (the time needed by the system to reach consensus) z with the population size N is obtained in the form of z similar to No, where o depends on the probability p and q -sized agent. We also approximate the separator point rs and the system's scaling parameters by employing the standard finite -size scaling relation.
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页数:13
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