Impact of media coverage on epidemic spreading in complex networks

被引:80
|
作者
Wang, Yi [1 ,2 ]
Cao, Jinde [1 ,2 ,5 ]
Jin, Zhen [3 ]
Zhang, Haifeng [4 ]
Sun, Gui-Quan [3 ]
机构
[1] Southeast Univ, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
[2] Southeast Univ, Dept Math, Nanjing 210096, Jiangsu, Peoples R China
[3] North Univ China, Dept Math, Taiyuan 030051, Shanxi, Peoples R China
[4] Anhui Univ, Sch Math & Computat Sci, Hefei 230039, Anhui, Peoples R China
[5] King Abdulaziz Univ, Dept Math, Jeddah 21589, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Basic reproduction number; Media coverage; Complex networks; Global stability; SCALE-FREE NETWORKS; BEHAVIOR; DYNAMICS; MODELS; SARS;
D O I
10.1016/j.physa.2013.07.067
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
An SIS network model incorporating the influence of media coverage on transmission rate is formulated and analyzed. We calculate the basic reproduction number R-0 by utilizing the local stability of the disease-free equilibrium. Our results show that the disease-free equilibrium is globally asymptotically stable and that the disease dies out if R-0 is below 1; otherwise, the disease will persist and converge to a unique positive stationary state. This result may suggest effective control strategies to prevent disease through media coverage and education activities in finite-size scale-free networks. Numerical simulations are also performed to illustrate our results and to give more insights into the dynamical process. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:5824 / 5835
页数:12
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