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arxiv 2011.05393 v1 pith:MDMGVXRG submitted 2020-11-10 cs.SI physics.soc-phquant-ph

Polarization Model of Online Social Networks Based on the Concept of Spontaneous Symmetry Breaking

classification cs.SI physics.soc-phquant-ph
keywords informationpolarizationnetworksmodelonlinesocialbreakingconcept
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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The spread of information networks has not only made it easier for people to access a variety of information sources but also greatly enhanced the ability of individuals to disseminate information. Unfortunately, however, the problem of slander in online social networks shows that the evolving information network environment does not necessarily support mutual understanding in society. Since information with particular bias is distributed only to those communities that prefer it, the division of society into various opposing groups is strengthened. This phenomenon is called polarization. It is necessary to understand the mechanism of polarization to establish technologies that can counter polarization. This paper introduces a fundamental model for understanding polarization that is based on the concept of spontaneous symmetry breaking; our starting point is the oscillation model that describes user dynamics in online social networks.

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