基本再生数
计算机科学
软件
控制(管理)
社交网络(社会语言学)
计算机病毒
基础(线性代数)
消光(光学矿物学)
网络模型
流行病模型
计算机网络
分布式计算
计算机安全
模拟
人工智能
生物
数学
人口学
社会化媒体
人口
古生物学
几何学
社会学
万维网
程序设计语言
作者
Junling Wang,Zhi-Rong Luo,Juan Liu,Zhendong Wang
标识
DOI:10.1109/citce54390.2021.00010
摘要
Taking into concern the characteristics of network social software, a new SAIR model is proposed. This model adds another vulnerable receiving compartment on the basis of the traditional virus propagation model, and examines the effects of human intervention and the number of social software on malicious links of network viruses. The spreading of influence on social network as well as the expansion threshold of the model system is studied, and the dynamics of the model have been theoretically analyzed. Simulated evolution of the spread of the virus crisis in the social network environment, the evolution simulation reveals that the size of the basic reproduction number determines whether the virus always exists or tends to extinction in the spread of the network. When the basic regeneration number is less than or equal to 1, the virus can be completely eliminated. Furthermore, it is also found that centralized control of high-frequency visited nodes can effectively control the spread of viruses.
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