Modelling and Stability Analysis of a Rumour Propagation Model with Sentiments as Microscopic Observation

G. N. Gopal, Binsu C. Kovoor
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Abstract

A mathematical model (SEPNS) for rumour spreading on social media is proposed here with the required differential equations. Microscopic observations are considered here to obtain the compartments in this epidemiological model. The predictions based on this model can help social media analysts provide valuable and specific suggestions in business and politics. The equilibrium points are obtained for this model. Later, the stability analysis based on basic reproduction number [Formula: see text] is done for both the rumour free equilibrium and the endemic equilibrium. Finally, numerical simulation of the model is done to understand the influence of different parameters during rumour spread.
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以情绪为微观观察的谣言传播模型建模及稳定性分析
本文提出了谣言在社交媒体上传播的数学模型(SEPNS),并给出了所需的微分方程。这里考虑微观观察,以获得这个流行病学模型中的区室。基于该模型的预测可以帮助社交媒体分析师在商业和政治领域提供有价值和具体的建议。得到了该模型的平衡点。然后,对无谣言均衡和地方性均衡分别进行了基于基本繁殖数的稳定性分析[公式:见文]。最后对模型进行数值模拟,了解不同参数对谣言传播的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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