Computer Science ›› 2016, Vol. 43 ›› Issue (2): 135-139.doi: 10.11896/j.issn.1002-137X.2016.02.030

Previous Articles     Next Articles

Rumor Spreading Model Considering Conformity Phenomena in Complex Social Networks

ZHU Guan-hua, JIANG Guo-ping and XIA Ling-ling   

  • Online:2018-12-01 Published:2018-12-01

Abstract: With the prevalence of the social networking services (SNS),the study of rumor spreading mechanisms and models for controlling the propagation of rumors is more and more important in human lives.Inspired by the conformity phenomena in the social networks,we established a new susceptible-infected-removed (SIR) rumor spreading model with consideration of the influences of the global information contained in the SNS’ message,the scale of SNS and the diversity of individuals.The simulation results show that the new proposed model can give a good description of the amplitude effect caused by the conformity phenomena in the rumor spreading process.

Key words: Rumor spreading,SNS ,Conformity,SIR model

[1] Daley D J,Kendall D G.Epidemics and rumors[J].Nature,1964,204(4963):1118
[2] Watts D J,Strogatz S H.Collective dynamics of ‘small-world’networks[J].Nature,1998,3(6684):440-442
[3] Barabási A L,Albert R.Emergence of scaling in random networks[J].Science,1999,6(5439):509-512
[4] Zanette D H.Critical behavior of propagation on small-world networks[J].Physical Review E,2001,64(5):050901
[5] Moreno Y,Nekovee M,Pacheco A F.Dynamics of rumor spreading in complex networks[J].Physical Review E,2004,69(6):066130
[6] Nekovee M,Moreno Y,Bianconi G,et al.Theory of rumourspreading in complex social networks[J].Physica A:Statistical Mechanics and its Applications,2007,374(1):457-470
[7] Zhou J,Liu Z,Li B.Influence of network structure on rumor propagation[J].Physics Letters A,2007,368(6):458-463
[8] Zhao L,Wang Q,Cheng J,et al.Rumor spreading model with consideration of forgetting mechan-ism:A case of online blogging LiveJournal[J].Physica A:Statistical Mechanics and its Applications,2011,390(13):2619-2625
[9] Zhao L,Wang J,Chen Y,et al.SIHR rumor spreading model in social networks[J].Physica A:Statistical Mechanics and its Applications,2012,391(7):2444-2453
[10] Zhao L,Qiu X,Wang X,et al.Rumor spreading model conside-ring forgetting and remembering mechanisms in inhomogeneous networks[J].Physica A:Statistical Mechanics and its Applications,2013,392(4):987-994
[11] Zhao L,Wang X,Qiu X,et al.A model for the spread of rumors in Barrat-Barthelemy-Vespign- ani(BBV) networks[J].Physica A:Statistical Mechanics and its Applications,2013,392(21):5542-5551
[12] Zhao L,Xie W,Gao H O,et al.A rumor spreading model with variable forgetting rate[J].Physica A:Statistical Mechanics and its Applications,2013,392(23):6146-6154
[13] Wang J,Zhao L,Huang R.SIRaRu rumor spreading model in complex networks[J].Physica A:Statistical Mechanics and its Applications,2014,8:43-55
[14] Wang Y Q,Yang X Y,Han Y L,et al.Rumor Spreading Model with Trust Mechanism in Complex Social Networks[J].Communications in Theoretical Physics,2013,9(4):510-516
[15] Wang H,Deng L,Xie F,et al.A new rumor propa- gation model on SNS structure[C]∥2012 IEEE International Conference on Granular Computing (GrC).IEEE,2012:499-503
[16] Wang Hui,Han Jiang-hong,Deng Lin et al.Dynamics of rumor spreading in mobile social networks[J].Acta Physica Sinica,2013,2(11):110505
[17] Gu Yi-Ran,Xia Ling-Ling.The propagation and inhibition of rumors in online social network[J].Acta Physica Sinica,2012,1(23):514-518
[18] Borge-Holthoefer J,Moreno Y.Absence of influential spreaders in rumor dynamics[J].Physical Review E,2012,5(2):026116
[19] Trpevski D,Tang W K S,Kocarev L.Model for rumor spreading over networks[J].Physical Review E,2010,1(5):056102

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!