Dynamical analysis of rumor spreading model considering node activity in complex networks
type: Item
instance of: scholarly article
title: Dynamical analysis of rumor spreading model considering node activity in complex networks
zbMATH Open document ID: 1407.91201
DOI: 10.1155/2018/1049805
author: Fan Ding
author: Chen Liu
author: Yingying Cheng
author: Liang'an Huo
published in: Complexity
publication date: 2019-02-19T00:00:00Z
review text: Summary: The dynamic models are proposed to investigate the influence node activity has on rumor spreading process in both homogeneous and heterogeneous networks. Different from previous studies, we believe that the activity of nodes in complex networks affects the process of rumor spreading. An active node can have contact with all the nodes it directly links to, while an inactive node could only interact with its active neighbors. We explore the joint effort of activity rate, spreading rate and network topology on rumor spreading process by mean-field equations and numerical simulations, which reveals that there exists a critical curve consisting of critical activity rate and spreading rate; meanwhile, activity rate and spreading rate both have influence on the final rumor spreading scale.
Mathematics Subject Classification ID: 91D30
Mathematics Subject Classification ID: 90B18
zbMATH DE Number: 7025061
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2018/1049805
OpenAlex ID: W2901429809
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Wikidata QID: Q128990865
description: scientific article; zbMATH DE number 7025061