Cargando…

The spread and control of rumors in a multilingual environment

This paper studies the rumor propagation model with heterogeneous networks in a multilingual environment. Firstly, a rumor propagation model with two language spreaders, in which the immunologic mechanism is considered in the ignorant, is proposed on heterogeneous networks. Secondly, the basic repro...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Shuzhen, Yu, Zhiyong, Jiang, Haijun, Mei, Xuehui, Li, Jiarong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7224159/
https://www.ncbi.nlm.nih.gov/pubmed/32421101
http://dx.doi.org/10.1007/s11071-020-05621-7
_version_ 1783533848934481920
author Yu, Shuzhen
Yu, Zhiyong
Jiang, Haijun
Mei, Xuehui
Li, Jiarong
author_facet Yu, Shuzhen
Yu, Zhiyong
Jiang, Haijun
Mei, Xuehui
Li, Jiarong
author_sort Yu, Shuzhen
collection PubMed
description This paper studies the rumor propagation model with heterogeneous networks in a multilingual environment. Firstly, a rumor propagation model with two language spreaders, in which the immunologic mechanism is considered in the ignorant, is proposed on heterogeneous networks. Secondly, the basic reproduction number and the dynamic behaviors are analyzed by using the next-generation matrix method and Lyapunov stability theory, respectively. Moreover, two control strategies are designed to effectively suppress the spread of the rumor. The one is continuous control strategy. By applying real-time control to the spreaders, the rumor spreading time can be greatly reduced and the rumor can die out in a short time. The other is event-triggered impulsive control strategy, which can effectively reduce the consumption of resources and ensure the extinction of the rumor. Finally, the correctness of theoretical analysis and the feasibility of control methods are verified by numerical simulations.
format Online
Article
Text
id pubmed-7224159
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Springer Netherlands
record_format MEDLINE/PubMed
spelling pubmed-72241592020-05-15 The spread and control of rumors in a multilingual environment Yu, Shuzhen Yu, Zhiyong Jiang, Haijun Mei, Xuehui Li, Jiarong Nonlinear Dyn Original Paper This paper studies the rumor propagation model with heterogeneous networks in a multilingual environment. Firstly, a rumor propagation model with two language spreaders, in which the immunologic mechanism is considered in the ignorant, is proposed on heterogeneous networks. Secondly, the basic reproduction number and the dynamic behaviors are analyzed by using the next-generation matrix method and Lyapunov stability theory, respectively. Moreover, two control strategies are designed to effectively suppress the spread of the rumor. The one is continuous control strategy. By applying real-time control to the spreaders, the rumor spreading time can be greatly reduced and the rumor can die out in a short time. The other is event-triggered impulsive control strategy, which can effectively reduce the consumption of resources and ensure the extinction of the rumor. Finally, the correctness of theoretical analysis and the feasibility of control methods are verified by numerical simulations. Springer Netherlands 2020-04-27 2020 /pmc/articles/PMC7224159/ /pubmed/32421101 http://dx.doi.org/10.1007/s11071-020-05621-7 Text en © Springer Nature B.V. 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Paper
Yu, Shuzhen
Yu, Zhiyong
Jiang, Haijun
Mei, Xuehui
Li, Jiarong
The spread and control of rumors in a multilingual environment
title The spread and control of rumors in a multilingual environment
title_full The spread and control of rumors in a multilingual environment
title_fullStr The spread and control of rumors in a multilingual environment
title_full_unstemmed The spread and control of rumors in a multilingual environment
title_short The spread and control of rumors in a multilingual environment
title_sort spread and control of rumors in a multilingual environment
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7224159/
https://www.ncbi.nlm.nih.gov/pubmed/32421101
http://dx.doi.org/10.1007/s11071-020-05621-7
work_keys_str_mv AT yushuzhen thespreadandcontrolofrumorsinamultilingualenvironment
AT yuzhiyong thespreadandcontrolofrumorsinamultilingualenvironment
AT jianghaijun thespreadandcontrolofrumorsinamultilingualenvironment
AT meixuehui thespreadandcontrolofrumorsinamultilingualenvironment
AT lijiarong thespreadandcontrolofrumorsinamultilingualenvironment
AT yushuzhen spreadandcontrolofrumorsinamultilingualenvironment
AT yuzhiyong spreadandcontrolofrumorsinamultilingualenvironment
AT jianghaijun spreadandcontrolofrumorsinamultilingualenvironment
AT meixuehui spreadandcontrolofrumorsinamultilingualenvironment
AT lijiarong spreadandcontrolofrumorsinamultilingualenvironment