Research on network rumor propagation model based on combustion theory

Chengcheng Li, Pu Li, Fengming Liu
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引用次数: 1

Abstract

The rumor propagation in social networks has great harmfulness. Classic researches are mostly based on infectious disease model, without considering the characteristics of the users in the network itself. Based on the theory of combustion, this paper proposes a new network rumor propagation model CRP Model (Combustion-inspired Rumor Propagation Model) to explore the propagation rule of rumor among users. The model is based on three combustion elements to simulate the process of network rumor propagation including combustible material, combustion improver and ignition temperature. It can be seen from the experiment that the fire users' influence and the firefighters in the network play a very important role in the spreading of rumors.
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基于燃烧理论的网络谣言传播模型研究
社交网络中的谣言传播具有很大的危害性。经典研究大多基于传染病模型,没有考虑网络本身用户的特征。基于燃烧理论,本文提出了一种新的网络谣言传播模型CRP模型(combustion -inspired rumor propagation model)来探索谣言在用户中的传播规律。该模型基于可燃物、助燃剂和点火温度三个燃烧要素来模拟网络谣言传播过程。从实验中可以看出,消防用户的影响力和网络中的消防队员对谣言的传播起着非常重要的作用。
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