SIR rumor spreading model in the new media age

被引:335
作者
Zhao, Laijun [1 ]
Cui, Hongxin [1 ]
Qiu, Xiaoyan [1 ]
Wang, Xiaoli [1 ]
Wang, Jiajia [1 ]
机构
[1] Shanghai Univ, Sch Management, Shanghai 200444, Peoples R China
基金
中国国家自然科学基金;
关键词
SIR model; Rumor spreading; Numerical simulation; DISSEMINATION; NETWORKS;
D O I
10.1016/j.physa.2012.09.030
中图分类号
O4 [物理学];
学科分类号
070305 [高分子化学与物理];
摘要
With the prevalence of new media, e.g., microblogging, rumors spread faster and wider than ever before. On the basis of prior studies, this paper modifies a flow chart of the rumor spreading process with the SIR (Susceptible, Infected, and Recovered) model, and thus makes the rumor spreading process more realistic and apparent. The authors believe that ignorants will inevitably change their status once they are made aware of a rumor by spreaders; the probabilities that a spreader becomes a stifler are differentiated in accordance with reality. In the numerical simulation part, the impact that variations of different parameters have on the rumor spreading process will be analyzed. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:995 / 1003
页数:9
相关论文
共 19 条
[1]
Structure of a large social network -: art. no. 036131 [J].
Csányi, G ;
Szendroi, B .
PHYSICAL REVIEW E, 2004, 69 (03) :036131-1
[2]
Daley D. J., 1965, IMA J APPL MATH, V1, P42, DOI DOI 10.1093/IMAMAT/1.1.42
[3]
EPIDEMICS + RUMOURS [J].
DALEY, DJ ;
KENDALL, DG .
NATURE, 1964, 204 (496) :1118-&
[4]
Scale-free topology of e-mail networks [J].
Ebel, H ;
Mielsch, LI ;
Bornholdt, S .
PHYSICAL REVIEW E, 2002, 66 (03) :1-035103
[5]
Modelling rumors: the no plane Pentagon French hoax case [J].
Galam, S .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 320 :571-580
[6]
Stochastic epidemics and rumours on finite random networks [J].
Isham, Valerie ;
Harden, Simon ;
Nekovee, Maziar .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2010, 389 (03) :561-576
[7]
The spread of a rumor or infection in a moving population [J].
Kesten, H ;
Sidoravicius, V .
ANNALS OF PROBABILITY, 2005, 33 (06) :2402-2462
[8]
Kimmel A. J., 2004, Journal of Behavioral Finance, V5, P134, DOI [DOI 10.1207/S15427579JPFM0503_1, https://doi.org/10.1207/s15427579jpfm05031, DOI 10.1207/S15427579JPFM05031]
[9]
Rumours and markets [J].
Kosfeld, M .
JOURNAL OF MATHEMATICAL ECONOMICS, 2005, 41 (06) :646-664
[10]
Kostka J, 2008, LECT NOTES COMPUT SC, V5058, P185, DOI 10.1007/978-3-540-69355-0_16