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Article . 2024
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Article . 2024
License: CC BY
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Article . 2024
License: CC BY
Data sources: Datacite
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Dynamic Properties of the Voter Model with Stochastic Activation of Links Driven by Avalanche-like Perturbations

Authors: Savitskaya, N. E.; Fedorova, T. A.;

Dynamic Properties of the Voter Model with Stochastic Activation of Links Driven by Avalanche-like Perturbations

Abstract

In this paper, we study the dynamical modes of the modified noisy voter model. Inour model, the changes in the binary state (opinion) of the voters (agents) are causedby the avalanche-like dynamics of the threshold variables (tensors) assigned to them. Thesystem under study is considered as a scale-free network in which the nodes representelements (agents, voters) and the edges represent possible contacts between the elements.The structure of the links between voters is not static. Its temporal evolution is due to the“activity” of the agents. This property determines the probability that an agent is connectedto its nearest neighbors at a given time. Within the model, an agent that is not linked toneighbors can change its opinion to an opposite one, regardless of the opinions of other agents.A linked agent can copy the opinion of its neighbor during an avalanche process. Analyticallyand numerically, we show that the value of agents’ “activity” completely determines the modeof opinion dynamics. We derive a critical value of the “activity” at which there is a transitionbetween two dynamic regimes of the system. In the first case, the system switches between twoconsensus states. In the opposite case, the system tends to a state where opposing opinionscoexist and the system-averaged opinion is zero. We show that the analytical approachdescribes the behavior of the system qualitatively well.

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Belarus
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Keywords

opinion dynamics, voter model, activity-driven networks, sandpile model, ЭБ БГУ::ЕСТЕСТВЕННЫЕ И ТОЧНЫЕ НАУКИ::Физика

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green