官方媒体影响下的随机谣言传播模型
Stochastic Rumor Propagation Model under the Influence of Official Media
摘要: 在添加官方媒体对谣言传播易感染者影响下的确定性方程中,考虑影响因子γ受环境噪声的扰动,建立官方媒体影响下的随机微分方程,并研究了在无谣言平衡点和正平衡点附近的渐近性质。证明了该随机微分方程的正解存在唯一性。然后,定义了新的基本再生数ℜ'0,并证明了满足一定条件时,系统的解在无谣言平衡点附近是渐近稳定的;而当满足另外四点要求时,系统的解在正谣言平衡点附近是渐近稳定的。
Abstract: In addition to the deterministic equation under the influence of the official media on the rumor propagation of susceptible infected people, the stochastic differential equation under the influence of the official media is established by considering the disturbance of the influence factor by environmental noise, and the asymptotic properties near the rumor free equilibrium point and positive equilibrium point are studied. First, the existence and uniqueness of positive solutions of the stochastic differential equation are proved. Then, a new basic reproduction number '0 is defined. And it is proved that when certain conditions are satisfied, the solution of the system is asymptotically stable near the rumor free equilibrium point. When the other four requirements are met, the solution of the system is asymptotically stable near the positive rumor equilibrium point.
文章引用:胡悦, 胡良剑. 官方媒体影响下的随机谣言传播模型[J]. 应用数学进展, 2020, 9(12): 2317-2328. https://doi.org/10.12677/AAM.2020.912271

参考文献

[1] Daley, D.J. and Kendall, D.G. (1965) Stochastic Rumours. IMA Journal of Applied Mathematics, 1, 42-55. [Google Scholar] [CrossRef
[2] Makidp, T. (1973) Mathematical Models and Applications. Prentice-Hall, New Jersey.
[3] Zanette, D.H. (2001) Critical Behavior of Propagation on Small-World Networks. Physical review E, 64, 050901. [Google Scholar] [CrossRef
[4] Zhao, L.J., Wang, J.J., Chen, Y.C., et al. (2012) SIHR Rumor Spresding Model in Social Networks. Physica A: Statistical Mechanics and Its Applications, 391, 2444-2453. [Google Scholar] [CrossRef
[5] Zhu, L. and Wang, Y.G. (2017) Rumor Spreading Model with Noise Interference in Complex Social Networks. Physica A: Statistical Mechanics and Its Applications, 469, 750-760. [Google Scholar] [CrossRef
[6] Liu, Q.M., Li, T. and Sun, M.C. (2017) The Analysis of an SEIR Rumor Propagation Model on Heterogeneous Network. Physica A: Statistical Mechanics and Its Applications, 469, 372-380. [Google Scholar] [CrossRef
[7] 陈安, 王子君, 陈樱花. 基于SEIR模型视角的重大公共卫生事件中伪科学网络谣言的传播治理: 以新冠肺炎疫情为例[J]. 科学导报, 2020, 38(4): 55-65.
[8] 宋雪, 武力兵. 一类带有媒体效应的谣言传播模型稳定性分析[J]. 辽宁科技大学学报, 2020, 43(4): 315-320.
[9] 陈华. 一类具有媒体播报效应的谣言传播模型的定性分析[J]. 先科技大学学报, 2016, 36(2): 255-264.
[10] 赵敏, 陈文霞. 基于微分方程的谣言传播模型建立与分析[J]. 四川师范大学学报, 2019, 42(5): 626-632.