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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2020
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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 |
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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 |
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