Modeling and analysis of rumor spreading with social reinforcement mechanism
type: Item
instance of: scholarly article
title: Modeling and analysis of rumor spreading with social reinforcement mechanism
zbMATH Open document ID: 1447.91122
DOI: 10.1155/2019/7241021
author: D. Kharzeev
published in: Advances in Mathematical Physics
publication date: 2020-07-16T00:00:00Z
review text: Summary: It is of great practical significance to figure out the propagation mechanism and outbreak condition of rumor spreading on online social networks. In our paper, we propose a multi-state reinforcement diffusion model for rumor spreading, in which the reinforcement mechanism is introduced to depict individual willingness towards rumor spreading. Multiple intermediate states are introduced to characterize the process that an individual's diffusion willingness is enhanced step by step. We study the rumor spreading process with the proposed reinforcement diffusion mechanism on two typical networks. The outbreak thresholds of rumor spreading on both two networks are obtained. Numerical simulations and Monte Carlo simulations are conducted to illustrate the spreading process and verify the correctness of theoretical results. We believe that our work will shed some light on understanding how human sociality affects the rumor spreading on online social networks.
Mathematics Subject Classification ID: 91D30
zbMATH DE Number: 7221713
zbMATH Keywords: rumor spreading
zbMATH Keywords: online social networks
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2019/7241021
OpenAlex ID: W2994805354
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Wikidata QID: Q126558337
description: scientific article; zbMATH DE number 7221713