A rumor propagation model based on content trust

Meiling Jin, Fengming Liu
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引用次数: 6

Abstract

With the development of network technology, the rumors of network rumors are getting more and more serious, and the spread of network rumors has become a research hotspot. Firstly, based on the content characteristics of the information, this paper combines the three characteristics of rumors: subject universality, impact severity and event ambiguity, and establishes a content trust function. Secondly, the micro-Markov chain approximation method is used to establish the discreteness of rumor communication. The model, continuity model and continuous model based on trust function, and then calculate the corresponding rumor propagation threshold. Finally, through numerical simulation, the validity of the three properties of rumors is verified, and the validity of the model is proved. Good suppression of rumor spread.
基于内容信任的谣言传播模型
随着网络技术的发展,网络谣言的传播愈演愈烈,网络谣言的传播成为一个研究热点。首先,根据信息的内容特征,结合谣言的主体普遍性、影响严重性和事件模糊性三个特征,建立内容信任函数。其次,利用微马尔可夫链近似方法建立谣言传播的离散性。建立了基于信任函数的连续模型、连续性模型和连续模型,然后计算出相应的谣言传播阈值。最后,通过数值模拟验证了谣言三种性质的有效性,证明了模型的有效性。良好的压制了谣言的传播。
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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