Mass media and its impact on opinion dynamics of the nonlinear $q$-voter model
| Autor: | Muslim, Roni, NQZ, Rinto Anugraha, Khalif, Muhammad Ardhi |
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| Rok vydání: | 2023 |
| Předmět: | |
| Zdroj: | Physica A: Statistical Mechanics and its Applications, Volume 633, 1 January 2024, 129358 |
| Druh dokumentu: | Working Paper |
| DOI: | 10.1016/j.physa.2023.129358 |
| Popis: | 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 $p_t$, i.e a probability that makes the system reaches a homogeneous state, follows the power-law relation $p_t \sim q^{\gamma}$ with the $q$-sized agent, where $\gamma = -1.00 \pm 0.01$ is the best fitting parameter. The probability threshold $p_t$ also eliminates the {coexistence two ordered states} of the model. (2) The relaxation time (the time needed by the system to reach consensus) $\tau$ with the population size $N$ is obtained in the form of $\tau \sim N^{\delta}$, where $\delta$ depends on the probability $p$ and $q$-sized agent. We also approximate the {separator} point {$r_s$} and the system's scaling parameters by employing the standard finite-size scaling relation. Comment: 16 pages and 12 figures |
| Databáze: | arXiv |
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