Interacting Social Processes on Interconnected Networks

We propose and study a model for the interplay between two different dynamical processes –one for opinion formation and the other for decision making– on two interconnected networks A and B. The opinion dynamics on network A corresponds to that of the M-model, where the state of each agent can take...

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Detalhes bibliográficos
Autores: Alvarez Zuzek, Lucila Gisele, la Rocca, Cristian Ernesto, Vazquez, Federico, Braunstein, Lidia Adriana
Formato: artículo
Estado:Versión publicada
Fecha de publicación:2016
País:Argentina
Recursos:Consejo Nacional de Investigaciones Científicas y Técnicas
Repositorio:CONICET Digital (CONICET)
Idioma:inglés
OAI Identifier:oai:ri.conicet.gov.ar:11336/48107
Acesso em linha:http://hdl.handle.net/11336/48107
Access Level:acceso abierto
Palavra-chave:Iteracting Complex Networks
Social Models
https://purl.org/becyt/ford/1.3
https://purl.org/becyt/ford/1
id AR_43c60cb7e8a23dfa89b8a7885756eddf
oai_identifier_str oai:ri.conicet.gov.ar:11336/48107
network_acronym_str AR
network_name_str Argentina
repository_id_str
dc.title.none.fl_str_mv Interacting Social Processes on Interconnected Networks
title Interacting Social Processes on Interconnected Networks
spellingShingle Interacting Social Processes on Interconnected Networks
Alvarez Zuzek, Lucila Gisele
Iteracting Complex Networks
Social Models
https://purl.org/becyt/ford/1.3
https://purl.org/becyt/ford/1
title_short Interacting Social Processes on Interconnected Networks
title_full Interacting Social Processes on Interconnected Networks
title_fullStr Interacting Social Processes on Interconnected Networks
title_full_unstemmed Interacting Social Processes on Interconnected Networks
title_sort Interacting Social Processes on Interconnected Networks
dc.creator.none.fl_str_mv Alvarez Zuzek, Lucila Gisele
la Rocca, Cristian Ernesto
Vazquez, Federico
Braunstein, Lidia Adriana
author Alvarez Zuzek, Lucila Gisele
author_facet Alvarez Zuzek, Lucila Gisele
la Rocca, Cristian Ernesto
Vazquez, Federico
Braunstein, Lidia Adriana
author_role author
author2 la Rocca, Cristian Ernesto
Vazquez, Federico
Braunstein, Lidia Adriana
author2_role author
author
author
dc.subject.none.fl_str_mv Iteracting Complex Networks
Social Models
https://purl.org/becyt/ford/1.3
https://purl.org/becyt/ford/1
topic Iteracting Complex Networks
Social Models
https://purl.org/becyt/ford/1.3
https://purl.org/becyt/ford/1
description We propose and study a model for the interplay between two different dynamical processes –one for opinion formation and the other for decision making– on two interconnected networks A and B. The opinion dynamics on network A corresponds to that of the M-model, where the state of each agent can take one of four possible values (S = −2,−1, 1, 2), describing its level of agreement on a given issue. The likelihood to become an extremist (S = ±2) or a moderate (S = ±1) is controlled by a reinforcement parameter r ≥ 0. The decision making dynamics on network B is akin to that of the Abrams-Strogatz model, where agents can be either in favor (S = +1) or against (S = −1) the issue. The probability that an agent changes its state is proportional to the fraction of neighbors that hold the opposite state raised to a power β. Starting from a polarized case scenario in which all agents of network A hold positive orientations while all agents of network B have a negative orientation, we explore the conditions under which one of the dynamics prevails over the other, imposing its initial orientation. We find that, for a given value of β, the two-network system reaches a consensus in the positive state (initial state of network A) when the reinforcement overcomes a crossover value r*(β), while a negative consensus happens for r < r*(β). In the r − β phase space, the system displays a transition at a critical threshold βc, from a coexistence of both orientations for β < βc to a dominance of one orientation for β > βc. We develop an analytical mean-field approach that gives an insight into these regimes and shows that both dynamics are equivalent along the crossover line (r*, β*).
publishDate 2016
dc.date.none.fl_str_mv 2016-09
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/11336/48107
Alvarez Zuzek, Lucila Gisele; la Rocca, Cristian Ernesto; Vazquez, Federico; Braunstein, Lidia Adriana; Interacting Social Processes on Interconnected Networks; Public Library of Science; Plos One; 11; 9; 9-2016; 1-17; e0163593
1932-6203
CONICET Digital
CONICET
url http://hdl.handle.net/11336/48107
identifier_str_mv Alvarez Zuzek, Lucila Gisele; la Rocca, Cristian Ernesto; Vazquez, Federico; Braunstein, Lidia Adriana; Interacting Social Processes on Interconnected Networks; Public Library of Science; Plos One; 11; 9; 9-2016; 1-17; e0163593
1932-6203
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pone.0163593
info:eu-repo/semantics/altIdentifier/url/http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0163593
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
dc.publisher.none.fl_str_mv Public Library of Science
publisher.none.fl_str_mv Public Library of Science
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
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
_version_ 1799196397189201920
spelling Interacting Social Processes on Interconnected NetworksAlvarez Zuzek, Lucila Giselela Rocca, Cristian ErnestoVazquez, FedericoBraunstein, Lidia AdrianaIteracting Complex NetworksSocial Modelshttps://purl.org/becyt/ford/1.3https://purl.org/becyt/ford/1We propose and study a model for the interplay between two different dynamical processes –one for opinion formation and the other for decision making– on two interconnected networks A and B. The opinion dynamics on network A corresponds to that of the M-model, where the state of each agent can take one of four possible values (S = −2,−1, 1, 2), describing its level of agreement on a given issue. The likelihood to become an extremist (S = ±2) or a moderate (S = ±1) is controlled by a reinforcement parameter r ≥ 0. The decision making dynamics on network B is akin to that of the Abrams-Strogatz model, where agents can be either in favor (S = +1) or against (S = −1) the issue. The probability that an agent changes its state is proportional to the fraction of neighbors that hold the opposite state raised to a power β. Starting from a polarized case scenario in which all agents of network A hold positive orientations while all agents of network B have a negative orientation, we explore the conditions under which one of the dynamics prevails over the other, imposing its initial orientation. We find that, for a given value of β, the two-network system reaches a consensus in the positive state (initial state of network A) when the reinforcement overcomes a crossover value r*(β), while a negative consensus happens for r < r*(β). In the r − β phase space, the system displays a transition at a critical threshold βc, from a coexistence of both orientations for β < βc to a dominance of one orientation for β > βc. We develop an analytical mean-field approach that gives an insight into these regimes and shows that both dynamics are equivalent along the crossover line (r*, β*).Fil: Alvarez Zuzek, Lucila Gisele. 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: 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: 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; 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; ArgentinaPublic Library of Science2016-09info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/48107Alvarez Zuzek, Lucila Gisele; la Rocca, Cristian Ernesto; Vazquez, Federico; Braunstein, Lidia Adriana; Interacting Social Processes on Interconnected Networks; Public Library of Science; Plos One; 11; 9; 9-2016; 1-17; e01635931932-6203CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1371/journal.pone.0163593info:eu-repo/semantics/altIdentifier/url/http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0163593info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2024-05-08T14:26:06Zoai:ri.conicet.gov.ar:11336/48107instacron: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:34982024-05-08 14:26:06.527CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
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