Dynamics and Control of a Novel Discrete Internet Rumor Propagation Model in a Multilingual Environment

In the Internet age, the development of intelligent software has broken the limits of multilingual communication. Recognizing that the data collected on rumor propagation are inherently discrete, this study introduces a novel SIR discrete Internet rumor propagation model with the general nonlinear propagation function in a multilingual environment. Then, the propagation threshold R0 is obtained by the next-generation matrix method. Besides, the criteria determining the spread or demise of rumors are obtained by the stability theory of difference equations. Furthermore, combined with optimal control theory, prevention and refutation mechanisms are proposed to curb rumors. Finally, the validity and applicability of the model are demonstrated by numerical simulations and a real bilingual rumor case study.

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Publication Details

Journal
Mathematics
Published
2024-10-18
DOI
https://doi.org/10.3390/math12203276
Primary Topic
Opinion Dynamics and Social Influence
Type
article
Field-Weighted Citation Impact
0.00

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article

Dynamics and Control of a Novel Discrete Internet Rumor Propagation Model in a Multilingual Environment

Haijun Jiang, Weinan Fu, Xinyue Zhang, Nan Lei et al.
Mathematics
Opinion Dynamics and Social Influence
article

Dynamics and Control of a Novel Discrete Internet Rumor Propagation Model in a Multilingual Environment

Haijun Jiang, Weinan Fu, Xinyue Zhang, Nan Lei, Yang Xia
article en

Abstract

In the Internet age, the development of intelligent software has broken the limits of multilingual communication. Recognizing that the data collected on rumor propagation are inherently discrete, this study introduces a novel SIR discrete Internet rumor propagation model with the general nonlinear propagation function in a multilingual environment. Then, the propagation threshold R0 is obtained by the next-generation matrix method. Besides, the criteria determining the spread or demise of rumors are obtained by the stability theory of difference equations. Furthermore, combined with optimal control theory, prevention and refutation mechanisms are proposed to curb rumors. Finally, the validity and applicability of the model are demonstrated by numerical simulations and a real bilingual rumor case study.

MathematicsVol. 12(20)
Yili Normal University (CN), Xinjiang University (CN)
National Natural Science Foundation of China, Xinjiang University
Openalex Percentile: Top 83%
Opinion Dynamics and Social Influence
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Dynamics and Control of a Novel Discrete Internet Rumor Propagation Model in a Multilingual Environment — Haijun Jiang, Weinan Fu, et al. · Mathematics (2024) | TGRS Research Map | TGRS