Litcius/Paper detail

Dynamics of a stochastic rumor propagation model incorporating media coverage and driven by Lévy noise*

Liang’an Huo, Yafang Dong, Tingting Lin

2021Chinese Physics B26 citationsDOI

Abstract

With the development of information technology, rumors propagate faster and more widely than in the past. In this paper, a stochastic rumor propagation model incorporating media coverage and driven by Lévy noise is proposed. The global positivity of the solution process is proved, and further the basic reproductive number R 0 is obtained. When R 0 < 1, the dynamical process of system with Lévy jump tends to the rumor-free equilibrium point of the deterministic system, and the rumor tends to extinction; when R 0 > 1, the rumor will keep spreading and the system will oscillate randomly near the rumor equilibrium point of the deterministic system. The results show that the oscillation amplitude is related to the disturbance of the system. In addition, increasing media coverage can effectively reduce the final spread of rumors. Finally, the above results are verified by numerical simulation.

Topics & Concepts

RumorNoise (video)JumpComputer scienceStatistical physicsOscillation (cell signaling)Process (computing)Point (geometry)Applied mathematicsPhysicsMathematicsArtificial intelligenceGeneticsQuantum mechanicsGeometryPublic relationsPolitical scienceImage (mathematics)BiologyOperating systemOpinion Dynamics and Social InfluenceComplex Network Analysis TechniquesMathematical and Theoretical Epidemiology and Ecology Models
Dynamics of a stochastic rumor propagation model incorporating media coverage and driven by Lévy noise* | Litcius