Modeling and Analysis of Rumor Spreading with Social Reinforcement Mechanism
Joint Authors
Kong, Zhengmin
Xu, Yuan
Mei, Renjie
Yang, Yujie
Source
Advances in Mathematical Physics
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-12-17
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
It is of great practical significance to figure out the propagation mechanism and outbreak condition of rumor spreading on online social networks.
In our paper, we propose a multi-state reinforcement diffusion model for rumor spreading, in which the reinforcement mechanism is introduced to depict individual willingness towards rumor spreading.
Multiple intermediate states are introduced to characterize the process that an individual's diffusion willingness is enhanced step by step.
We study the rumor spreading process with the proposed reinforcement diffusion mechanism on two typical networks.
The outbreak thresholds of rumor spreading on both two networks are obtained.
Numerical simulations and Monte Carlo simulations are conducted to illustrate the spreading process and verify the correctness of theoretical results.
We believe that our work will shed some light on understanding how human sociality affects the rumor spreading on online social networks.
American Psychological Association (APA)
Xu, Yuan& Mei, Renjie& Yang, Yujie& Kong, Zhengmin. 2019. Modeling and Analysis of Rumor Spreading with Social Reinforcement Mechanism. Advances in Mathematical Physics،Vol. 2019, no. 2019, pp.1-8.
https://search.emarefa.net/detail/BIM-1119004
Modern Language Association (MLA)
Xu, Yuan…[et al.]. Modeling and Analysis of Rumor Spreading with Social Reinforcement Mechanism. Advances in Mathematical Physics No. 2019 (2019), pp.1-8.
https://search.emarefa.net/detail/BIM-1119004
American Medical Association (AMA)
Xu, Yuan& Mei, Renjie& Yang, Yujie& Kong, Zhengmin. Modeling and Analysis of Rumor Spreading with Social Reinforcement Mechanism. Advances in Mathematical Physics. 2019. Vol. 2019, no. 2019, pp.1-8.
https://search.emarefa.net/detail/BIM-1119004
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1119004