考虑网络谣言传播影响的SIR模型

Jiusheng Mu, Fengming Liu
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引用次数: 0

摘要

网络谣言的传播范围与谣言影响力有关,而谣言影响力又与谣言事件的重要性、谣言证据的模糊性、谣言接触者的认知能力有关。本文考虑谣言传播初期影响较大,随着时间的推移影响逐渐减小的现实,在SIR模型的传播概率中考虑谣言影响,使传播概率成为动态函数。仿真结果表明,考虑谣言影响的SIR模型使谣言传播者的峰值更低,达到峰值的时间更晚。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SIR model considering influence of network rumor propagation
The spread scope of online rumor is related to rumor influence, which in turn is related to the importance of rumor event, the vagueness of rumor evidence, and the cognitive ability of rumor contacts. This paper considers the reality that rumor influence is large in the initial stage of rumor transmission and gradually decreases with the passage of time, and takes rumor influence into account in the transmission probability of SIR model, so that the transmission probability becomes a dynamic function. The simulation results show that the SIR model considering the influence of rumor makes the peak value of rumor spreaders lower and reach the peak value later.
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