An introduction to computational argumentation research from a human argumentation perspective

[EN] Computational Argumentation studies how human argumentative reasoning can be approached from a computational viewpoint. Human argumentation is a complex process that has been studied from different perspectives (e.g., philosophical or linguistic) and that involves many different aspects beyond...

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Autores: Ruiz-Dolz, Ramon, Heras, Stella|||0000-0001-6212-9377, García-Fornes, A|||0000-0003-4482-8793
Tipo de recurso: artículo
Fecha de publicación:2025
País:España
Institución:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/230904
Acceso en línea:https://riunet.upv.es/handle/10251/230904
Access Level:acceso abierto
Palabra clave:Computational argumentation
Argument mining
Abstract argumentation
Argumentative reasoning
Human-computer interaction
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spelling An introduction to computational argumentation research from a human argumentation perspectiveRuiz-Dolz, RamonHeras, Stella|||0000-0001-6212-9377García-Fornes, A|||0000-0003-4482-8793Computational argumentationArgument miningAbstract argumentationArgumentative reasoningHuman-computer interaction[EN] Computational Argumentation studies how human argumentative reasoning can be approached from a computational viewpoint. Human argumentation is a complex process that has been studied from different perspectives (e.g., philosophical or linguistic) and that involves many different aspects beyond pure reasoning, such as the role of emotions, values, social contexts, and practical constraints, which are often overlooked in computational approaches to argumentation. The heterogeneity of human argumentation is present in Computational Argumentation research, in the form of various tasks that approach the main phases of argumentation individually. With the increasing interest of researchers in Artificial Intelligence, we consider that it is of great importance to provide guidance on the Computational Argumentation research area. Thus, in this paper, we present a general overview of Computational Argumentation, from the perspective of how humans argue. For that purpose, the following contributions are produced: (i) a consistent structure for Computational Argumentation research mapped with the human argumentation process; (ii) a collective understanding of the tasks approached by Computational Argumentation and their synergies; (iii) a thorough review of important advances in each of these tasks; and (iv) an analysis and a classification of the future trends in Computational Argumentation research and relevant open challenges in the area.This work is partially supported by the Spanish Government project PID2020-113416RB-I00, and the Valencian Government project PROMETEO/2018/002.Springer-VerlagDepartamento de Sistemas Informáticos y ComputaciónEscuela Técnica Superior de Ingeniería InformáticaInstituto Universitario Valenciano de Investigación en Inteligencia ArtificialGENERALITAT VALENCIANAAGENCIA ESTATAL DE INVESTIGACIONRepositorio Institucional de la Universitat Politècnica de València Riunet20252025-06-01journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://riunet.upv.es/handle/10251/230904reponame: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 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_abf2Reserva de todos los derechoshttp://rightsstatements.org/vocab/InC/1.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/2309042026-06-13T07:49:27Z
dc.title.none.fl_str_mv An introduction to computational argumentation research from a human argumentation perspective
title An introduction to computational argumentation research from a human argumentation perspective
spellingShingle An introduction to computational argumentation research from a human argumentation perspective
Ruiz-Dolz, Ramon
Computational argumentation
Argument mining
Abstract argumentation
Argumentative reasoning
Human-computer interaction
title_short An introduction to computational argumentation research from a human argumentation perspective
title_full An introduction to computational argumentation research from a human argumentation perspective
title_fullStr An introduction to computational argumentation research from a human argumentation perspective
title_full_unstemmed An introduction to computational argumentation research from a human argumentation perspective
title_sort An introduction to computational argumentation research from a human argumentation perspective
dc.creator.none.fl_str_mv Ruiz-Dolz, Ramon
Heras, Stella|||0000-0001-6212-9377
García-Fornes, A|||0000-0003-4482-8793
author Ruiz-Dolz, Ramon
author_facet Ruiz-Dolz, Ramon
Heras, Stella|||0000-0001-6212-9377
García-Fornes, A|||0000-0003-4482-8793
author_role author
author2 Heras, Stella|||0000-0001-6212-9377
García-Fornes, A|||0000-0003-4482-8793
author2_role 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 INVESTIGACION
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Computational argumentation
Argument mining
Abstract argumentation
Argumentative reasoning
Human-computer interaction
topic Computational argumentation
Argument mining
Abstract argumentation
Argumentative reasoning
Human-computer interaction
description [EN] Computational Argumentation studies how human argumentative reasoning can be approached from a computational viewpoint. Human argumentation is a complex process that has been studied from different perspectives (e.g., philosophical or linguistic) and that involves many different aspects beyond pure reasoning, such as the role of emotions, values, social contexts, and practical constraints, which are often overlooked in computational approaches to argumentation. The heterogeneity of human argumentation is present in Computational Argumentation research, in the form of various tasks that approach the main phases of argumentation individually. With the increasing interest of researchers in Artificial Intelligence, we consider that it is of great importance to provide guidance on the Computational Argumentation research area. Thus, in this paper, we present a general overview of Computational Argumentation, from the perspective of how humans argue. For that purpose, the following contributions are produced: (i) a consistent structure for Computational Argumentation research mapped with the human argumentation process; (ii) a collective understanding of the tasks approached by Computational Argumentation and their synergies; (iii) a thorough review of important advances in each of these tasks; and (iv) an analysis and a classification of the future trends in Computational Argumentation research and relevant open challenges in the area.
publishDate 2025
dc.date.none.fl_str_mv 2025
2025-06-01
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/10251/230904
url https://riunet.upv.es/handle/10251/230904
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 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
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
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
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Springer-Verlag
publisher.none.fl_str_mv Springer-Verlag
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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