谣言
平衡点
李雅普诺夫函数
人口
计算机科学
理论(学习稳定性)
应用数学
代表(政治)
统计物理学
数学
微分方程
物理
法学
数学分析
社会学
人口学
非线性系统
量子力学
机器学习
政治
政治学
作者
E.A. Nwaibeh,C. R. Chikwendu
标识
DOI:10.1016/j.matcom.2022.12.024
摘要
In an attempt to illustrate the dynamics of the spread of scam rumors and its impact in a heterogeneous population or social network we adopt the epidemiological model approach. In this work the SpEIsScSt (Susceptible, Exposed, Ignorant, Scammers and Stiflers) model was developed. A diagrammatic representation of the flow of individuals from one class/group to another is given from which a system of five differential equations are obtained. The Basic reproduction number, the equilibrium point of scam rumor-free and the endemic equilibrium state were obtained and discussed. For the local stability of the scam rumor-free and endemic equilibrium state the Next Generation Matrix was used. We were able to show the conditions for the existence of global stability by defining a Lyapunov function with respect to the state variables. Numerical simulation of the system was carried out in order to get a clear picture of the dynamics of the spread of scam rumor in a population or social networks, its impact in a population, and the efficiency of government/admin policies in curbing the spread of scam rumor.
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