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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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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. |
format | Online Article Text |
id | pubmed-4256392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT gastnermichaelt opinionformationmodelsonagradient AT markounikolitsa opinionformationmodelsonagradient AT pruessnergunnar opinionformationmodelsonagradient AT draiefmoez opinionformationmodelsonagradient |