SEIOR Rumor Propagation Model Considering Hesitating Mechanism and Different Rumor-Refuting Ways in Complex Networks
نویسندگان
چکیده
Considering that the state transfer rules between nodes in existing rumor propagation models are mostly based on a single mechanism, and most of have way refuting rumors, this paper, new SEIOR model (ignorant (S), hesitators (E), spreaders (I), debunkers (O), immunizers (R)) is proposed by introducing combining different rumor-refuting ways debunkers. Firstly, dynamics process described using mean-field equations. Secondly, equilibrium point basic regeneration number solved, existence stability discussed. Then, numerical simulations used to analyze effects factors patterns. The results show rumor-spreading rate α2 has greatest effect propagation. With increase α2, degree influence hesitator-converting α1 scale first increases then decreases. Different inhibiting spread rumors. Finally, theoretical proving analysis, some targeted measures control rumors proposed.
منابع مشابه
Rumor Propagation Model under Limited Information Exchange
Rumor propagation has been well studied in the past decade, the main concentration is focused on the dynamic behavior analysis of model system, but little attention is paid to the limited information exchange among nodes in the network topology. In this paper, we numerically investigate the limited information transmission influence the rumor spreading. The information packet transmission quant...
متن کاملDynamics of rumor spreading in complex networks.
We derive the mean-field equations characterizing the dynamics of a rumor process that takes place on top of complex heterogeneous networks. These equations are solved numerically by means of a stochastic approach. First, we present analytical and Monte Carlo calculations for homogeneous networks and compare the results with those obtained by the numerical method. Then, we study the spreading p...
متن کاملRumor Propagation Model: An Equilibrium Study
Compartmental epidemiological models have been developed since the 1920s and successfully applied to study the propagation of infectious diseases. Besides, due to their structure, in the 1960s an interesting version of these models was developed to clarify some aspects of rumor propagation, considering that spreading an infectious disease or disseminating information is analogous phenomena. Her...
متن کاملA Rumor Spreading Model with Control Mechanism on Social Networks
In this paper, considering a control mechanism that uses an anti-rumor spread to combat a rumor spread, a novel susceptible-infected (SI) model is developed. By means of mean-field theory, the early stage propagation dynamics of the rumor and the anti-rumor on homogeneous networks and inhomogeneous networks are investigated, respectively. Theoretical analysis and simulation results show that, i...
متن کاملInvestigating Rumor Propagation with TwitterTrails
Social media have become part of modern news reporting, used by journalists to spread information and find sources, or as a news source by individuals. The quest for prominence and recognition on social media sites like Twitter can sometimes eclipse accuracy and lead to the spread of false information. As a way to study and react to this trend, we introduce TWITTERTRAILS, an interactive, web-ba...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Mathematics
سال: 2023
ISSN: ['2227-7390']
DOI: https://doi.org/10.3390/math11020283