期刊
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
卷 405, 期 -, 页码 159-170出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.physa.2014.03.021
关键词
Rumor spreading; SICR model; SIR model; Self-resistance; Homogeneous network
资金
- National Natural Science Foundation of China [11271006]
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.
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