Please use this identifier to cite or link to this item: https://doi.org/10.1016/j.physleta.2007.01.094
Title: Influence of network structure on rumor propagation
Authors: Zhou, J.
Liu, Z. 
Li, B. 
Issue Date: 3-Sep-2007
Source: Zhou, J., Liu, Z., Li, B. (2007-09-03). Influence of network structure on rumor propagation. Physics Letters, Section A: General, Atomic and Solid State Physics 368 (6) : 458-463. ScholarBank@NUS Repository. https://doi.org/10.1016/j.physleta.2007.01.094
Abstract: Rumor propagation in complex networks is studied analytically and numerically by using the SIR model. Analytically, a mean-field theory is worked out by considering the influence of network topological structure and the unequal footings of neighbors of an infected node in propagating the rumor. It is found that the final infected density of population with degree k is ρ (k) = 1 - exp (- α k), where α is a parameter related to network structure. The number of the total final infected nodes depends on the network topological structure and will decrease when the structure changes from random to scale-free network. Numerical simulations confirm the theoretical predictions. © 2007 Elsevier B.V. All rights reserved.
Source Title: Physics Letters, Section A: General, Atomic and Solid State Physics
URI: http://scholarbank.nus.edu.sg/handle/10635/96917
ISSN: 03759601
DOI: 10.1016/j.physleta.2007.01.094
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