关于假新闻在两个相互作用的人群之间传播的模型

F. T. Cezaro, Luverci, Nascimento Ferreira, A. Cezaro
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引用次数: 0

摘要

.信息在相互影响的人群中传播的动态可能会对舆论产生巨大影响,尤其是当这些信息是虚假的,即所谓的假新闻时。在这篇论文中,我们提出并分析了当两个不同的亚人群(不一定是同质的)共享信息时发生的假新闻传播,使用的是对疾病传播分室模型的重新解释。我们展示了该模型的拟合优度,并对假新闻在人群中传播的动态场景进行了数值模拟,模型参数与一些人类发展指数相关联。结果表明,假新闻在人群中的传播速度在很大程度上受各人群人类发展指数差距的影响。研究还表明,对人口共享信息的控制比例越小,假新闻传播的数量和速度就越低。
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On a model for the fake-news diffusion between two interacting populations
. The dynamics of information propagating among populations that interact might have an enormous impact on public opinion, particularly when such information is false, known as fake news. In this contribution, we propose and analyze the fake news dissemination that occurs when two distinct sub-populations (not necessarily homogeneous) share information, using a reinterpre-tation of a compartmental model for disease dissemination. We show the model’s well-posedness and present numerically simulated scenarios for the dynamics of fake news spreading among populations, with the model parameters associated with some human development indices. The obtained results show that the velocity of the fake news diffusion among the populations is largely impacted by the gap between the human development indices of each population. They also show that a small percentage of control over the information shared by the population leads to a large decrease in the amount and velocity of fake news diffusion.
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