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Opinion dynamics on interacting networks: media competition and social influence
The inner dynamics of the multiple actors of the informations systems – i.e, T.V., newspapers, blogs, social network platforms, – play a fundamental role on the evolution of the public opinion. Coherently with the recent history of the information system (from few main stream media to the massive di...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4033925/ https://www.ncbi.nlm.nih.gov/pubmed/24861995 http://dx.doi.org/10.1038/srep04938 |
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author | Quattrociocchi, Walter Caldarelli, Guido Scala, Antonio |
author_facet | Quattrociocchi, Walter Caldarelli, Guido Scala, Antonio |
author_sort | Quattrociocchi, Walter |
collection | PubMed |
description | The inner dynamics of the multiple actors of the informations systems – i.e, T.V., newspapers, blogs, social network platforms, – play a fundamental role on the evolution of the public opinion. Coherently with the recent history of the information system (from few main stream media to the massive diffusion of socio-technical system), in this work we investigate how main stream media signed interaction might shape the opinion space. In particular we focus on how different size (in the number of media) and interaction patterns of the information system may affect collective debates and thus the opinions' distribution. We introduce a sophisticated computational model of opinion dynamics which accounts for the coexistence of media and gossip as separated mechanisms and for their feedback loops. The model accounts also for the effect of the media communication patterns by considering both the simple case where each medium mimics the behavior of the most successful one (to maximize the audience) and the case where there is polarization and thus competition among media memes. We show that plurality and competition within information sources lead to stable configurations where several and distant cultures coexist. |
format | Online Article Text |
id | pubmed-4033925 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-40339252014-06-02 Opinion dynamics on interacting networks: media competition and social influence Quattrociocchi, Walter Caldarelli, Guido Scala, Antonio Sci Rep Article The inner dynamics of the multiple actors of the informations systems – i.e, T.V., newspapers, blogs, social network platforms, – play a fundamental role on the evolution of the public opinion. Coherently with the recent history of the information system (from few main stream media to the massive diffusion of socio-technical system), in this work we investigate how main stream media signed interaction might shape the opinion space. In particular we focus on how different size (in the number of media) and interaction patterns of the information system may affect collective debates and thus the opinions' distribution. We introduce a sophisticated computational model of opinion dynamics which accounts for the coexistence of media and gossip as separated mechanisms and for their feedback loops. The model accounts also for the effect of the media communication patterns by considering both the simple case where each medium mimics the behavior of the most successful one (to maximize the audience) and the case where there is polarization and thus competition among media memes. We show that plurality and competition within information sources lead to stable configurations where several and distant cultures coexist. Nature Publishing Group 2014-05-27 /pmc/articles/PMC4033925/ /pubmed/24861995 http://dx.doi.org/10.1038/srep04938 Text en Copyright © 2014, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-sa/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. The images in this article are included in the article's Creative Commons license, unless indicated otherwise in the image credit; if the image is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the image. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/ |
spellingShingle | Article Quattrociocchi, Walter Caldarelli, Guido Scala, Antonio Opinion dynamics on interacting networks: media competition and social influence |
title | Opinion dynamics on interacting networks: media competition and social influence |
title_full | Opinion dynamics on interacting networks: media competition and social influence |
title_fullStr | Opinion dynamics on interacting networks: media competition and social influence |
title_full_unstemmed | Opinion dynamics on interacting networks: media competition and social influence |
title_short | Opinion dynamics on interacting networks: media competition and social influence |
title_sort | opinion dynamics on interacting networks: media competition and social influence |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4033925/ https://www.ncbi.nlm.nih.gov/pubmed/24861995 http://dx.doi.org/10.1038/srep04938 |
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