Spreading dynamics of a cyber violence model on scale-free networks

被引:7
|
作者
Liu, Wenjin [1 ,2 ]
Li, Tao [1 ,2 ]
Cheng, Xinming [3 ]
Xu, Hao [1 ,2 ]
Liu, Xiongding [1 ,2 ]
机构
[1] Yangtze Univ, Sch Elect & Informat, Jingzhou 434023, Peoples R China
[2] Yangtze Univ, Natl Demonstrat Ctr Expt Elect & Elect Educ, Jingzhou 434023, Peoples R China
[3] Cent S Univ, Coll Informat Sci & Engn, Changsha 410083, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
SRCFE model; Cyber violence; Heterogeneity; Global stability; Permanence; INFORMATION DIFFUSION; STABILITY; MECHANISM;
D O I
10.1016/j.physa.2019.121752
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Nowadays, social media has increasingly become popular platforms for information dissemination and increasing incidents of cyber violence also have followed. In order to investigate the characteristics of cyber violence spreading and heterogeneity of online social networks, anSRCFE (susceptible-reader-commentator-forwarder-educatee) model is presented on scale-free networks. The spreading dynamics of cyber violence is analyzed in detail by using the mean-field theory. The basic reproductive number R-0 is calculated by the next generation matrix method and two equilibriums are derived. The theoretical analysis indicates that the basic reproductive number depends mainly on the educated degree and the topology of the underlying networks. The relationships between the basic reproductive number and human cognitive behaviors are studied. Furthermore, the global stability of the cyber violence free equilibrium is proved. The permanence of cyber violence spreading and the global attractivity of cyber violence prevailing equilibrium are also studied in detail. Finally, numerical simulations confirm the analytical results. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页数:17
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