AI Chat Paper
Note: Please note that the following content is generated by AMiner AI. SciOpen does not take any responsibility related to this content.
{{lang === 'zh_CN' ? '文章概述' : 'Summary'}}
{{lang === 'en_US' ? '中' : 'Eng'}}
Chat more with AI
PDF (5.6 MB)
Collect
Submit Manuscript AI Chat Paper
Show Outline
Outline
Show full outline
Hide outline
Outline
Show full outline
Hide outline
Research Article | Open Access

Dynamic analysis and optimum control of a rumor spreading model with multivariate gatekeepers

Yanchao Liu, Pengzhou Zhang, Deyu Li, Junpeng Gong( )
State Key Laboratory of Media Convergence and Communication, Communication University of China, No.1 Dingfuzhuang East Street, Chaoyang District, Beijing 100024, China
Show Author Information

Abstract

Rumor spreading on social media platforms can significantly impact public opinion and decision-making. In this paper, we proposed an innovative ignorant-spreader-expositor-hibernator-remover (ISEHR) rumor-spreading model with multivariate gatekeepers. Specifically, by analyzing the model's dynamics, we identified the critical threshold that determined the persistence or extinction of rumor spreading. Moreover, we applied the Routh-Hurwitz judgment, Lyapunov theory, and LaSalle's invariance principle to investigate the existence and stability of the rumor-free/rumor equilibrium points. Furthermore, we introduced the optimal control to alleviate rumor spreading with the multivariate gatekeeper mechanism. Finally, extensive numerical simulations validated our theoretical findings, providing insights into the complex dynamics of rumor spreading and the effectiveness of the proposed control measures. Our research contributes to a deeper understanding of rumor spreading on social networks, offering valuable implications for the development of effective strategies to combat rumor.

CLC number: 34D23, 49J15

References

【1】
【1】
 
 
AIMS Mathematics
Pages 31658-31678

{{item.num}}

Comments on this article

Go to comment

< Back to all reports

Review Status: {{reviewData.commendedNum}} Commended , {{reviewData.revisionRequiredNum}} Revision Required , {{reviewData.notCommendedNum}} Not Commended Under Peer Review

Review Comment

Close
Close
Cite this article:
Liu Y, Zhang P, Li D, et al. Dynamic analysis and optimum control of a rumor spreading model with multivariate gatekeepers. AIMS Mathematics, 2024, 9(11): 31658-31678. https://doi.org/10.3934/math.20241522

899

Views

54

Downloads

4

Crossref

4

Web of Science

4

Scopus

Received: 16 September 2024
Revised: 17 October 2024
Accepted: 24 October 2024
Published: 07 November 2024
©2024 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)