SEIDR:用情绪感染理论模拟复杂网络中谣言和反谣言的竞争性传播

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Chen Dong, Houcai Wang, Shiyu Zhou, Hanlin Zhong
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引用次数: 0

摘要

社交网络已成为谣言肆意传播的最佳媒介,谣言随着环境危机而产生,对社会稳定和人们的日常生活产生了严重的负面作用。目前,人们已经构建了一系列模型来研究谣言的传播动态。然而,现有研究大多忽略了谣言与反谣言之间的竞争关系,以及谣言传播过程中可能出现的情绪化倾向。在这项工作中,我们采用用户情绪感染理论和谣言与反谣言之间的竞争机制,构建了 "易感-暴露-感染-揭穿-恢复"(SEIDR)模型。此外,我们还研究了揭穿行为和不同情绪强度对谣言传播的影响。然后,根据 Routh-Hurwitz 稳定性准则计算了无谣言均衡和流行均衡的稳定性。最后,通过数值示例描述了不同参数的影响,并验证了理论结果的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SEIDR: modeling the competitive propagation of rumor and anti-rumor in complex networks with emotional infection theory

Social networks have become the best medium for the unbridled dissemination of rumor, which arises with the crisis of environment and has serious negative functions on social stability and people’s daily life. At present, a series of models have been constructed to study the spreading dynamics of rumor. However, most of existing researches ignore the competitive relationships between rumor and anti-rumor, and the emotional tendencies that may occurs during the propagation process of rumor. In this work, we construct a Susceptible-Exposed-Infectious-Debunker-Recovered (SEIDR) model by adopting the emotional infection theory of users and the competitive mechanism between rumor and anti-rumor. Furthermore, we investigate the influence of debunking behaviors and varying emotional intensities on the propagation of rumor. Then, the stability behaviors of rumor-free and epidemic equilibriums are calculated according to Routh–Hurwitz stability criterion. Finally, numerical examples are carried out to describe the influence of different parameters and verify the validity of theoretical results.

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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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