标题:SICR rumor spreading model in complex networks: Counterattack and self-resistance
作者:Zan, Yongli; Wu, Jianliang; Li, Ping; Yu, Qinglin
作者机构:[Zan, Yongli; Wu, Jianliang; Yu, Qinglin] Shandong Univ, Sch Math, Jinan 250100, Peoples R China.; [Zan, Yongli] Qilu Univ Technol, Sch Math, Jinan 更多
通讯作者:Wu, J
通讯作者地址:[Wu, JL]Shandong Univ, Sch Math, Jinan 250100, Peoples R China.
来源:PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
出版年:2014
卷:405
页码:159-170
DOI:10.1016/j.physa.2014.03.021
关键词:Rumor spreading; SICR model; SIR model; Self-resistance; Homogeneous; network
摘要:Rumor is an important form of social interaction. However, spreading of harmful rumors could have a significant negative impact on the well-being of the society. In this paper, considering the counterattack mechanism of the rumor spreading, we introduce two new models: Susceptible-Infective-Counterattack-Refractory (SICR) model and adjusted-SICR model. We then derive mean-field equations to describe their dynamics in homogeneous networks and conduct the steady-state analysis. We also introduce the self-resistance parameter iota, and study the influence of this parameter on rumor spreading. Numerical simulations are performed to compare the SICR model with the SIR model and the adjusted-SICR model, respectively, and we investigate the spreading peak of the rumor and the final size of the rumor with various parameters. Simulation results are congruent exactly with the theoretical analysis. The experiment reveals some interesting patterns of rumor spreading involved with counterattack force. (C) 2014 Elsevier BM. All rights reserved.
收录类别:EI;SCOPUS;SCIE
WOS核心被引频次:27
Scopus被引频次:31
资源类型:期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84897851201&doi=10.1016%2fj.physa.2014.03.021&partnerID=40&md5=c0036481720090ff4e330f1bf02447f0
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