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Opinion Formation Models on a Gradient

Statistical physicists have become interested in models of collective social behavior such as opinion formation, where individuals change their inherently preferred opinion if their friends disagree. Real preferences often depend on regional cultural differences, which we model here as a spatial gra...

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Detalles Bibliográficos
Autores principales: Gastner, Michael T., Markou, Nikolitsa, Pruessner, Gunnar, Draief, Moez
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4256392/
https://www.ncbi.nlm.nih.gov/pubmed/25474528
http://dx.doi.org/10.1371/journal.pone.0114088
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author Gastner, Michael T.
Markou, Nikolitsa
Pruessner, Gunnar
Draief, Moez
author_facet Gastner, Michael T.
Markou, Nikolitsa
Pruessner, Gunnar
Draief, Moez
author_sort Gastner, Michael T.
collection PubMed
description Statistical physicists have become interested in models of collective social behavior such as opinion formation, where individuals change their inherently preferred opinion if their friends disagree. Real preferences often depend on regional cultural differences, which we model here as a spatial gradient g in the initial opinion. The gradient does not only add reality to the model. It can also reveal that opinion clusters in two dimensions are typically in the standard (i.e., independent) percolation universality class, thus settling a recent controversy about a non-consensus model. However, using analytical and numerical tools, we also present a model where the width of the transition between opinions scales [Image: see text], not [Image: see text] as in independent percolation, and the cluster size distribution is consistent with first-order percolation.
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spelling pubmed-42563922014-12-11 Opinion Formation Models on a Gradient Gastner, Michael T. Markou, Nikolitsa Pruessner, Gunnar Draief, Moez PLoS One Research Article Statistical physicists have become interested in models of collective social behavior such as opinion formation, where individuals change their inherently preferred opinion if their friends disagree. Real preferences often depend on regional cultural differences, which we model here as a spatial gradient g in the initial opinion. The gradient does not only add reality to the model. It can also reveal that opinion clusters in two dimensions are typically in the standard (i.e., independent) percolation universality class, thus settling a recent controversy about a non-consensus model. However, using analytical and numerical tools, we also present a model where the width of the transition between opinions scales [Image: see text], not [Image: see text] as in independent percolation, and the cluster size distribution is consistent with first-order percolation. Public Library of Science 2014-12-04 /pmc/articles/PMC4256392/ /pubmed/25474528 http://dx.doi.org/10.1371/journal.pone.0114088 Text en © 2014 Gastner et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Gastner, Michael T.
Markou, Nikolitsa
Pruessner, Gunnar
Draief, Moez
Opinion Formation Models on a Gradient
title Opinion Formation Models on a Gradient
title_full Opinion Formation Models on a Gradient
title_fullStr Opinion Formation Models on a Gradient
title_full_unstemmed Opinion Formation Models on a Gradient
title_short Opinion Formation Models on a Gradient
title_sort opinion formation models on a gradient
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4256392/
https://www.ncbi.nlm.nih.gov/pubmed/25474528
http://dx.doi.org/10.1371/journal.pone.0114088
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