Open Access
Article
Dynamics of Rumor Spreading With a Controller Agent
*Hossein FazliCorresponding authorh_fazli@tabrizu.ac.irYoung Researchers and Elite ClubIslamic Azad UniversityNorth Tehran Branch, Tehran, IranView full profile → , Hojjat Allah Ebadizadehebadizadeh.hojjat@stu.um.ac.irYoung Researchers and Elite ClubIslamic Azad UniversityIslamshahr Branch, Islamshahr, IranView full profile →
* Corresponding author · click or hover a name for details
- Received:
- 19 Dec 2017
- Accepted:
- 01 May 2018
- Published Online:
- 16 May 2019
- Article type:
- Article
- Language:
- EN
- Article no.:
- 1726037X.2019.1614248
- Pages:
- 61–70
Abstract
In this paper, a new rumor spreading model, Ignorant-SpreaderStifler-Controller (ISRC) model, is developed. The model extends the classical Ignorant-Spreader-Stifler (ISR) rumor spreading model by adding a new kind of people that spread a new rumor against previous rumor to control and reduce the maximum rumor influence. We derive a dynamical system that describe the dynamics of the ISRC model. Beside the dynamical analysis of the model, we consider asymptotical stability in equilibrium point. Numerical simulations are also conducted to support our analytic results.
Keywords
Subject Classifications
37K4037N30
References
- R.Bhavnani, M. G.Findley, J. H.Kuklinski, Rumor dynamics in ethnic violence , The Journal of Politics , 71 , 876 - 892 , ( 2009 ).
- D. J.Daley, D. G.Kendall, Epidemics and rumours , Nature 204 , 11 - 18 , ( 1964 ).
- K.Dietz, Epidemics and Rumours: A Survey, Journal of the Royal Statistical Society , Series A , 130 , 505 - 528 , ( 1967 ).
- S.Galam, Modeling rumors: The no plane pentagon french hoax case , Physica A ., 320 , 571 - 580 , ( 2003 ).
- J.Gu, W.Li, and X.Cai, The effect of the forget-remember mechanism onspreading , European Physical Journal B , 62 , 247 - 255 , ( 2008 ).
- L. A.Huo, P. Q.Huang, and X.Fang, An interplay model for authorities actions and rumor spreading in emergency event , Physica A , 390 , 32673274 , ( 2011 ).
- A. J.Kimmel, Rumors and rumor control , J. Behavioral Finance , 5 , 134 - 141 , ( 2004 ).
- M.Kosfeld, Rumours and markets , J. Mathematical Economics , 41 , 646 - 664 , ( 2005 ).
- K.Kosmidis, A.Bunde, On the spreading and localization of risky information in social networks , Physica A: Statistical Mechanics and its Applications , 386 , 439 - 445 , ( 2007 ).
- C.Lefevre and P.Picard, Distribution of the final extent of a rumour process , Journal of Applied Probability , 31 , 244 - 249 , ( 1994 ).
- D.Maki, M.Thomson, Mathematical Models and Applications , Prentice-Hall , Englewood Cliffs, 1973 .
- Y.Moreno, M.Nekovee, A.Pacheco, Dynamics of rumor spreading in complex networks , Physical Review E , 69 , 066130 , ( 2004 ).
- Y.Moreno, M.Nekovee, A.Vespignani, Efficiency and reliability of epidemic data dissemination in complex networks , Physical Review E , 69 , 055101(R) , ( 2004 ).
- Y.Moreno, R.Pastor-Satorras, A.Vespignani, Epidemic outbreaks in complex heterogeneous networks , European Physical Journal B , 26 , 521 - 529 , ( 2002 ).
- B.Pittel, On a Daley-Kendall model of random rumours , Journal of Applied Probability , 27 , 14 - 27 , ( 1990 ).
- S. A.Thomas, Lies, damn lies, and rumors: an analysis of collective efficacy, rumors, and fear in the wake of Katrina , Sociological Spectrum: Mid-South Sociological Association 27 , 679 - 703 , ( 2007 ).
- A.Sudbury, The proportion of the population never hearing a rumour , Journal of Applied Probability , 22 , 443 - 446 , ( 1985 ).
- O.Sharomi, C.N.Podder, A.B.Gumel, S.M.Mahmud, E.Rubinstein, Modelling the transmission dynamics and control of the novel 2009 swine influenza (H1N1) pandemic , Bull. Math. Biol ., 73 , 515 - 548 , ( 2011 ).
- Y. Q.Wang, X.Y.Yang, J.Wang, A Rumor Spreading Model with Control Mechanism on Social Networks , Chinese Journal of Physics , 52 , 816 - 829 , ( 2014 ).
- J.Wang, Y.Wang, SIR Rumor Spreading Model with Network Medium in Complex Social Networks , Chinese Journal of Physics , 53 , 020702 , ( 2015 ).
- D. H.Zanette, Critical behavior of propagation on small-world networks , Physical Review E , 64 , 050901 , ( 2001 ).
- D. H.Zanette, Dynamics of rumor propagation on small-world networks , Physical Review E , 65 , 041908 , ( 2002 ).
- L. J.Zhao, Q.Wang, J. J.Cheng, Y. C.Chen, J. J.Wang, W.Huang, Rumor spreading model with consideration of forgetting mechanism: a case of online blogging live journal , Physica A , 390 , 2619 - 2625 , ( 2011 ).
- X.Zhao, J.Wang, Dynamical Model about Rumor Spreading with Medium , Hindawi Publishing Corporation Discrete Dynamics in Nature and Society 2013 , Article ID 586867, 9 pages, (2013) .
- L. J.Zhao, J. J.Wang, Y C.Chen, , SIHR rumor spreading model in socialnetworks , Physica A , 391 , 2444 - 2453 , ( 2012 ).
- Z. L.Zhang, Z. Q.Zhang, An interplay modal for rumour spreading and emergency development , Physica A , 388 , 4159 - 4166 , ( 2009 ).
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