Cargando…

Opinion Dynamics and Influencing on Random Geometric Graphs

We investigate the two-word Naming Game on two-dimensional random geometric graphs. Studying this model advances our understanding of the spatial distribution and propagation of opinions in social dynamics. A main feature of this model is the spontaneous emergence of spatial structures called opinio...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Weituo, Lim, Chjan C., Korniss, G., Szymanski, Boleslaw K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4081874/
https://www.ncbi.nlm.nih.gov/pubmed/24993655
http://dx.doi.org/10.1038/srep05568
_version_ 1782324168493105152
author Zhang, Weituo
Lim, Chjan C.
Korniss, G.
Szymanski, Boleslaw K.
author_facet Zhang, Weituo
Lim, Chjan C.
Korniss, G.
Szymanski, Boleslaw K.
author_sort Zhang, Weituo
collection PubMed
description We investigate the two-word Naming Game on two-dimensional random geometric graphs. Studying this model advances our understanding of the spatial distribution and propagation of opinions in social dynamics. A main feature of this model is the spontaneous emergence of spatial structures called opinion domains which are geographic regions with clear boundaries within which all individuals share the same opinion. We provide the mean-field equation for the underlying dynamics and discuss several properties of the equation such as the stationary solutions and two-time-scale separation. For the evolution of the opinion domains we find that the opinion domain boundary propagates at a speed proportional to its curvature. Finally we investigate the impact of committed agents on opinion domains and find the scaling of consensus time.
format Online
Article
Text
id pubmed-4081874
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-40818742014-07-09 Opinion Dynamics and Influencing on Random Geometric Graphs Zhang, Weituo Lim, Chjan C. Korniss, G. Szymanski, Boleslaw K. Sci Rep Article We investigate the two-word Naming Game on two-dimensional random geometric graphs. Studying this model advances our understanding of the spatial distribution and propagation of opinions in social dynamics. A main feature of this model is the spontaneous emergence of spatial structures called opinion domains which are geographic regions with clear boundaries within which all individuals share the same opinion. We provide the mean-field equation for the underlying dynamics and discuss several properties of the equation such as the stationary solutions and two-time-scale separation. For the evolution of the opinion domains we find that the opinion domain boundary propagates at a speed proportional to its curvature. Finally we investigate the impact of committed agents on opinion domains and find the scaling of consensus time. Nature Publishing Group 2014-07-04 /pmc/articles/PMC4081874/ /pubmed/24993655 http://dx.doi.org/10.1038/srep05568 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Article
Zhang, Weituo
Lim, Chjan C.
Korniss, G.
Szymanski, Boleslaw K.
Opinion Dynamics and Influencing on Random Geometric Graphs
title Opinion Dynamics and Influencing on Random Geometric Graphs
title_full Opinion Dynamics and Influencing on Random Geometric Graphs
title_fullStr Opinion Dynamics and Influencing on Random Geometric Graphs
title_full_unstemmed Opinion Dynamics and Influencing on Random Geometric Graphs
title_short Opinion Dynamics and Influencing on Random Geometric Graphs
title_sort opinion dynamics and influencing on random geometric graphs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4081874/
https://www.ncbi.nlm.nih.gov/pubmed/24993655
http://dx.doi.org/10.1038/srep05568
work_keys_str_mv AT zhangweituo opiniondynamicsandinfluencingonrandomgeometricgraphs
AT limchjanc opiniondynamicsandinfluencingonrandomgeometricgraphs
AT kornissg opiniondynamicsandinfluencingonrandomgeometricgraphs
AT szymanskiboleslawk opiniondynamicsandinfluencingonrandomgeometricgraphs