Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?

[EN] Complex decision-making problems, such as the privacy policy selection, when sharing content in online social network (OSN) platforms can significantly benefit from artificial intelligence systems. With the use of computational argumentation, it is possible to persuade human users to modify the...

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Detalhes bibliográficos
Autores: Ruiz-Dolz, Ramon, Alemany, José, Heras, Stella|||0000-0001-6212-9377, García-Fornes, A|||0000-0003-4482-8793
Formato: artículo
Fecha de publicación:2024
País:España
Recursos:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/205858
Acesso em linha:https://riunet.upv.es/handle/10251/205858
Access Level:acceso abierto
Palavra-chave:Persuasion
Argumentation
Privacy
Human-computer interaction
Social network platforms
LENGUAJES Y SISTEMAS INFORMATICOS
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spelling Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?Ruiz-Dolz, RamonAlemany, JoséHeras, Stella|||0000-0001-6212-9377García-Fornes, A|||0000-0003-4482-8793PersuasionArgumentationPrivacyHuman-computer interactionSocial network platformsLENGUAJES Y SISTEMAS INFORMATICOS[EN] Complex decision-making problems, such as the privacy policy selection, when sharing content in online social network (OSN) platforms can significantly benefit from artificial intelligence systems. With the use of computational argumentation, it is possible to persuade human users to modify their initial decisions to avoid potential privacy threats and violations. In this paper, we present a study performed with the participation of 186 teenage users aimed at analyzing their behaviors when we try to persuade them to modify the post/publication of sensitive content on OSN platforms with different arguments. The results of the study revealed that the personality traits and the social interaction data (e.g., number of comment posts, friends, and likes) of our participants were significantly correlated with the persuasive power of the arguments. Therefore, these sets of features can be used to model OSN users and estimate the persuasive power of different arguments when used in human-computer interactions. The findings presented in this paper are helpful for personalizing decision support systems aimed at educating and preventing privacy violations on OSN platforms using arguments.This work was partially supported by the Spanish Government (Project TIN2017-89156-R, PID2020- 113416RB-I00), and the Valencian Government (Project PROMETEO/2018/002).SpringerOpenDepartamento de Sistemas Informáticos y ComputaciónEscuela Técnica Superior de Ingeniería InformáticaInstituto Universitario Valenciano de Investigación en Inteligencia ArtificialGeneralitat ValencianaAgencia Estatal de InvestigaciónRepositorio Institucional de la Universitat Politècnica de València Riunet20242024-08-01journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://riunet.upv.es/handle/10251/205858reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016 TIN2017-89156-R AGENTES INTELIGENTES PARA ASESORAR EN PRIVACIDAD EN REDES SOCIALESAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 PID2020-113416RB-I00 AGENTES INTELIGENTES AFECTIVOS PARA PERSUADIR COMPORTAMIENTOS CIVICOS EN ENTORNOS VIRTUALESGeneralitat Valenciana https://doi.org/10.13039/501100003359 PROMETEO%2F2018%2F002 TECNOLOGIES PER ORGANITZACIONS HUMANES EMOCIONALSopen accesshttp://purl.org/coar/access_right/c_abf2Reconocimiento - No comercial (by-nc) http://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/2058582026-06-13T07:49:27Z
dc.title.none.fl_str_mv Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?
title Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?
spellingShingle Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?
Ruiz-Dolz, Ramon
Persuasion
Argumentation
Privacy
Human-computer interaction
Social network platforms
LENGUAJES Y SISTEMAS INFORMATICOS
title_short Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?
title_full Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?
title_fullStr Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?
title_full_unstemmed Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?
title_sort Toward the Prevention of Privacy Threats: How Can We Persuade Our Social Network Platform Users?
dc.creator.none.fl_str_mv Ruiz-Dolz, Ramon
Alemany, José
Heras, Stella|||0000-0001-6212-9377
García-Fornes, A|||0000-0003-4482-8793
author Ruiz-Dolz, Ramon
author_facet Ruiz-Dolz, Ramon
Alemany, José
Heras, Stella|||0000-0001-6212-9377
García-Fornes, A|||0000-0003-4482-8793
author_role author
author2 Alemany, José
Heras, Stella|||0000-0001-6212-9377
García-Fornes, A|||0000-0003-4482-8793
author2_role author
author
author
dc.contributor.none.fl_str_mv Departamento de Sistemas Informáticos y Computación
Escuela Técnica Superior de Ingeniería Informática
Instituto Universitario Valenciano de Investigación en Inteligencia Artificial
Generalitat Valenciana
Agencia Estatal de Investigación
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Persuasion
Argumentation
Privacy
Human-computer interaction
Social network platforms
LENGUAJES Y SISTEMAS INFORMATICOS
topic Persuasion
Argumentation
Privacy
Human-computer interaction
Social network platforms
LENGUAJES Y SISTEMAS INFORMATICOS
description [EN] Complex decision-making problems, such as the privacy policy selection, when sharing content in online social network (OSN) platforms can significantly benefit from artificial intelligence systems. With the use of computational argumentation, it is possible to persuade human users to modify their initial decisions to avoid potential privacy threats and violations. In this paper, we present a study performed with the participation of 186 teenage users aimed at analyzing their behaviors when we try to persuade them to modify the post/publication of sensitive content on OSN platforms with different arguments. The results of the study revealed that the personality traits and the social interaction data (e.g., number of comment posts, friends, and likes) of our participants were significantly correlated with the persuasive power of the arguments. Therefore, these sets of features can be used to model OSN users and estimate the persuasive power of different arguments when used in human-computer interactions. The findings presented in this paper are helpful for personalizing decision support systems aimed at educating and preventing privacy violations on OSN platforms using arguments.
publishDate 2024
dc.date.none.fl_str_mv 2024
2024-08-01
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/205858
url https://riunet.upv.es/handle/10251/205858
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016 TIN2017-89156-R AGENTES INTELIGENTES PARA ASESORAR EN PRIVACIDAD EN REDES SOCIALES
Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 PID2020-113416RB-I00 AGENTES INTELIGENTES AFECTIVOS PARA PERSUADIR COMPORTAMIENTOS CIVICOS EN ENTORNOS VIRTUALES
Generalitat Valenciana https://doi.org/10.13039/501100003359 PROMETEO%2F2018%2F002 TECNOLOGIES PER ORGANITZACIONS HUMANES EMOCIONALS
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento - No comercial (by-nc)
http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reconocimiento - No comercial (by-nc)
http://creativecommons.org/licenses/by-nc/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv SpringerOpen
publisher.none.fl_str_mv SpringerOpen
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.811543

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