The influence of persuasion in opinion formation and polarization
- Autores
- la Rocca, Cristian Ernesto; Braunstein, Lidia Adriana; Vazquez, Federico
- Año de publicación
- 2014
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- We present a model that explores the influence of persuasion in a population of agents with positive and negative opinion orientations. The opinion of each agent is represented by an integer number k that expresses its level of agreement on a given issue, from totally against $k=-M$ to totally in favor k = M. Same-orientation agents persuade each other with probability p, becoming more extreme, while opposite-orientation agents become more moderate as they reach a compromise with probability q. The population initially evolves to (a) a polarized state for $r=p/q\gt 1$ , where opinions' distribution is peaked at the extreme values $k=\pm M$ , or (b) a centralized state for r < 1, with most opinions around $k=\pm 1$ . When $r \gg 1$ , polarization lasts for a time that diverges as $r^M \ln N$ , where N is the population's size. Finally, an extremist consensus (k = M or $-M$ ) is reached in a time that scales as $r^{-1}$ for $r \ll 1$.
Fil: la Rocca, Cristian Ernesto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones Físicas de Mar del Plata. Universidad Nacional de Mar del Plata. Facultad de Cs.exactas y Naturales. Instituto de Investigaciones Físicas de Mar del Plata; Argentina
Fil: Braunstein, Lidia Adriana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones Físicas de Mar del Plata. Universidad Nacional de Mar del Plata. Facultad de Cs.exactas y Naturales. Instituto de Investigaciones Físicas de Mar del Plata; Argentina. Boston University; Estados Unidos
Fil: Vazquez, Federico. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Física de Líquidos y Sistemas Biológicos. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Instituto de Física de Líquidos y Sistemas Biológicos; Argentina - Materia
-
Opinion Dynamics
Persuasion
Compromise
Polarization - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/32344
Ver los metadatos del registro completo
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The influence of persuasion in opinion formation and polarizationla Rocca, Cristian ErnestoBraunstein, Lidia AdrianaVazquez, FedericoOpinion DynamicsPersuasionCompromisePolarizationhttps://purl.org/becyt/ford/1.3https://purl.org/becyt/ford/1We present a model that explores the influence of persuasion in a population of agents with positive and negative opinion orientations. The opinion of each agent is represented by an integer number k that expresses its level of agreement on a given issue, from totally against $k=-M$ to totally in favor k = M. Same-orientation agents persuade each other with probability p, becoming more extreme, while opposite-orientation agents become more moderate as they reach a compromise with probability q. The population initially evolves to (a) a polarized state for $r=p/q\gt 1$ , where opinions' distribution is peaked at the extreme values $k=\pm M$ , or (b) a centralized state for r < 1, with most opinions around $k=\pm 1$ . When $r \gg 1$ , polarization lasts for a time that diverges as $r^M \ln N$ , where N is the population's size. Finally, an extremist consensus (k = M or $-M$ ) is reached in a time that scales as $r^{-1}$ for $r \ll 1$.Fil: la Rocca, Cristian Ernesto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones Físicas de Mar del Plata. Universidad Nacional de Mar del Plata. Facultad de Cs.exactas y Naturales. Instituto de Investigaciones Físicas de Mar del Plata; ArgentinaFil: Braunstein, Lidia Adriana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones Físicas de Mar del Plata. Universidad Nacional de Mar del Plata. Facultad de Cs.exactas y Naturales. Instituto de Investigaciones Físicas de Mar del Plata; Argentina. Boston University; Estados UnidosFil: Vazquez, Federico. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Física de Líquidos y Sistemas Biológicos. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Instituto de Física de Líquidos y Sistemas Biológicos; ArgentinaEurophysics Letters2014-05info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/32344Vazquez, Federico; Braunstein, Lidia Adriana; la Rocca, Cristian Ernesto; The influence of persuasion in opinion formation and polarization; Europhysics Letters; Europhysics Letters; 106; 4; 5-2014; 1-60295-5075CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/http://iopscience.iop.org/article/10.1209/0295-5075/106/40004info:eu-repo/semantics/altIdentifier/doi/10.1209/0295-5075/106/40004info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T10:05:44Zoai:ri.conicet.gov.ar:11336/32344instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 10:05:44.644CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
The influence of persuasion in opinion formation and polarization |
title |
The influence of persuasion in opinion formation and polarization |
spellingShingle |
The influence of persuasion in opinion formation and polarization la Rocca, Cristian Ernesto Opinion Dynamics Persuasion Compromise Polarization |
title_short |
The influence of persuasion in opinion formation and polarization |
title_full |
The influence of persuasion in opinion formation and polarization |
title_fullStr |
The influence of persuasion in opinion formation and polarization |
title_full_unstemmed |
The influence of persuasion in opinion formation and polarization |
title_sort |
The influence of persuasion in opinion formation and polarization |
dc.creator.none.fl_str_mv |
la Rocca, Cristian Ernesto Braunstein, Lidia Adriana Vazquez, Federico |
author |
la Rocca, Cristian Ernesto |
author_facet |
la Rocca, Cristian Ernesto Braunstein, Lidia Adriana Vazquez, Federico |
author_role |
author |
author2 |
Braunstein, Lidia Adriana Vazquez, Federico |
author2_role |
author author |
dc.subject.none.fl_str_mv |
Opinion Dynamics Persuasion Compromise Polarization |
topic |
Opinion Dynamics Persuasion Compromise Polarization |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/1.3 https://purl.org/becyt/ford/1 |
dc.description.none.fl_txt_mv |
We present a model that explores the influence of persuasion in a population of agents with positive and negative opinion orientations. The opinion of each agent is represented by an integer number k that expresses its level of agreement on a given issue, from totally against $k=-M$ to totally in favor k = M. Same-orientation agents persuade each other with probability p, becoming more extreme, while opposite-orientation agents become more moderate as they reach a compromise with probability q. The population initially evolves to (a) a polarized state for $r=p/q\gt 1$ , where opinions' distribution is peaked at the extreme values $k=\pm M$ , or (b) a centralized state for r < 1, with most opinions around $k=\pm 1$ . When $r \gg 1$ , polarization lasts for a time that diverges as $r^M \ln N$ , where N is the population's size. Finally, an extremist consensus (k = M or $-M$ ) is reached in a time that scales as $r^{-1}$ for $r \ll 1$. Fil: la Rocca, Cristian Ernesto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones Físicas de Mar del Plata. Universidad Nacional de Mar del Plata. Facultad de Cs.exactas y Naturales. Instituto de Investigaciones Físicas de Mar del Plata; Argentina Fil: Braunstein, Lidia Adriana. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones Físicas de Mar del Plata. Universidad Nacional de Mar del Plata. Facultad de Cs.exactas y Naturales. Instituto de Investigaciones Físicas de Mar del Plata; Argentina. Boston University; Estados Unidos Fil: Vazquez, Federico. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Instituto de Física de Líquidos y Sistemas Biológicos. Universidad Nacional de La Plata. Facultad de Ciencias Exactas. Instituto de Física de Líquidos y Sistemas Biológicos; Argentina |
description |
We present a model that explores the influence of persuasion in a population of agents with positive and negative opinion orientations. The opinion of each agent is represented by an integer number k that expresses its level of agreement on a given issue, from totally against $k=-M$ to totally in favor k = M. Same-orientation agents persuade each other with probability p, becoming more extreme, while opposite-orientation agents become more moderate as they reach a compromise with probability q. The population initially evolves to (a) a polarized state for $r=p/q\gt 1$ , where opinions' distribution is peaked at the extreme values $k=\pm M$ , or (b) a centralized state for r < 1, with most opinions around $k=\pm 1$ . When $r \gg 1$ , polarization lasts for a time that diverges as $r^M \ln N$ , where N is the population's size. Finally, an extremist consensus (k = M or $-M$ ) is reached in a time that scales as $r^{-1}$ for $r \ll 1$. |
publishDate |
2014 |
dc.date.none.fl_str_mv |
2014-05 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
format |
article |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
http://hdl.handle.net/11336/32344 Vazquez, Federico; Braunstein, Lidia Adriana; la Rocca, Cristian Ernesto; The influence of persuasion in opinion formation and polarization; Europhysics Letters; Europhysics Letters; 106; 4; 5-2014; 1-6 0295-5075 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/32344 |
identifier_str_mv |
Vazquez, Federico; Braunstein, Lidia Adriana; la Rocca, Cristian Ernesto; The influence of persuasion in opinion formation and polarization; Europhysics Letters; Europhysics Letters; 106; 4; 5-2014; 1-6 0295-5075 CONICET Digital CONICET |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/url/http://iopscience.iop.org/article/10.1209/0295-5075/106/40004 info:eu-repo/semantics/altIdentifier/doi/10.1209/0295-5075/106/40004 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
dc.format.none.fl_str_mv |
application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Europhysics Letters |
publisher.none.fl_str_mv |
Europhysics Letters |
dc.source.none.fl_str_mv |
reponame:CONICET Digital (CONICET) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
reponame_str |
CONICET Digital (CONICET) |
collection |
CONICET Digital (CONICET) |
instname_str |
Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.name.fl_str_mv |
CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.mail.fl_str_mv |
dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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13.13397 |