Published August 1, 2021 | Version v1
Journal article

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

  • 1. Business School, University of Shanghai for Science and Technology, Shanghai 200093 (China)
  • 2. School of Electrical and Information Engineering, Shanghai Jiao Tong University, Shanghai 200240 (China)

Description

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. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1674-1056/ac0423

Additional details

Identifiers

Publishing Information

Journal Title
Chinese Physics. B
Journal Volume
30
Journal Issue
8
Journal Page Range
[9 p.]
ISSN
1674-1056

INIS

Country of Publication
China
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
53087317
Subject category
S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
Descriptors DEI
COMPUTERIZED SIMULATION; EQUILIBRIUM; OSCILLATIONS; STOCHASTIC PROCESSES
Descriptors DEC
SIMULATION