The effect of decision satisfaction prediction in argumentation-based negotiation

Detalhes bibliográficos
Autor(a) principal: Carneiro, João
Data de Publicação: 2016
Outros Autores: Martinho, Diogo, Marreiros, Goreti, Novais, Paulo
Idioma: eng
Título da fonte: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Texto Completo: http://hdl.handle.net/1822/50578
Resumo: Supporting group decision-making is a complex process, especially when decision-makers have no opportunity to gather at the same place and at the same time. Besides that, finding solutions may be difficult in case representing agents are not able to understand the process and support the decision-maker accordingly. Here we propose a model and an algorithm that will allow the agent to analyse tendencies. This way we intend that agents can achieve decisions with more quality and with higher levels of consensus. Our model allows the agent to redefine his objectives to maximize both his and group satisfaction. Our model proved that agents that use it will obtain higher average levels of consensus and satisfaction. Besides that, agents using this model will obtain those higher levels of consensus and satisfaction in most of the times compared to agents that do not use it.
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spelling The effect of decision satisfaction prediction in argumentation-based negotiationGroup decision support systemsArgumentationDecision satisfactionAutomatic negotiationMulti-agent systemsEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaScience & TechnologySupporting group decision-making is a complex process, especially when decision-makers have no opportunity to gather at the same place and at the same time. Besides that, finding solutions may be difficult in case representing agents are not able to understand the process and support the decision-maker accordingly. Here we propose a model and an algorithm that will allow the agent to analyse tendencies. This way we intend that agents can achieve decisions with more quality and with higher levels of consensus. Our model allows the agent to redefine his objectives to maximize both his and group satisfaction. Our model proved that agents that use it will obtain higher average levels of consensus and satisfaction. Besides that, agents using this model will obtain those higher levels of consensus and satisfaction in most of the times compared to agents that do not use it.This work has been supported by COMPETE Programme (operational programme for competitiveness) within project POCI-01-0145-FEDER-007043, by National Funds through the FCT – Fundação para a Ciência e a Tecnologia (Portuguese Foun-dation for Science and Technology) within the Projects UID/CEC/00319/2013, UID/EEA/00760/2013, and the João Carneiro PhD grant with the reference SFRH/BD/89697/2012 and by Project MANTIS - Cyber Physical System Based Proactive Collaborative Maintenance (ECSEL JU Grant nr. 662189).info:eu-repo/semantics/publishedVersionSpringerUniversidade do MinhoCarneiro, JoãoMartinho, DiogoMarreiros, GoretiNovais, Paulo20162016-01-01T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/1822/50578engCarneiro J., Martinho D., Marreiros G., Novais P., The Effect of Decision Satisfaction Prediction in Argumentation-Based Negotiation, Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection - International Workshops of PAAMS 2016, Bajo J., et al., Springer Communications in Computer and Information Science, Vol. 616, pp 262-273, ISBN: 978-3-319-39386-5, ISSN: 1865-0929, 2016. http://dx.doi.org/10.1007/978-3-319-39387-2_22978-3-319-39386-51865-092910.1007/978-3-319-39387-2_22https://link.springer.com/chapter/10.1007%2F978-3-319-39387-2_22info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T06:28:46Zoai:repositorium.sdum.uminho.pt:1822/50578Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T15:54:23.344898Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv The effect of decision satisfaction prediction in argumentation-based negotiation
title The effect of decision satisfaction prediction in argumentation-based negotiation
spellingShingle The effect of decision satisfaction prediction in argumentation-based negotiation
Carneiro, João
Group decision support systems
Argumentation
Decision satisfaction
Automatic negotiation
Multi-agent systems
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
title_short The effect of decision satisfaction prediction in argumentation-based negotiation
title_full The effect of decision satisfaction prediction in argumentation-based negotiation
title_fullStr The effect of decision satisfaction prediction in argumentation-based negotiation
title_full_unstemmed The effect of decision satisfaction prediction in argumentation-based negotiation
title_sort The effect of decision satisfaction prediction in argumentation-based negotiation
author Carneiro, João
author_facet Carneiro, João
Martinho, Diogo
Marreiros, Goreti
Novais, Paulo
author_role author
author2 Martinho, Diogo
Marreiros, Goreti
Novais, Paulo
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Carneiro, João
Martinho, Diogo
Marreiros, Goreti
Novais, Paulo
dc.subject.por.fl_str_mv Group decision support systems
Argumentation
Decision satisfaction
Automatic negotiation
Multi-agent systems
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
topic Group decision support systems
Argumentation
Decision satisfaction
Automatic negotiation
Multi-agent systems
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
description Supporting group decision-making is a complex process, especially when decision-makers have no opportunity to gather at the same place and at the same time. Besides that, finding solutions may be difficult in case representing agents are not able to understand the process and support the decision-maker accordingly. Here we propose a model and an algorithm that will allow the agent to analyse tendencies. This way we intend that agents can achieve decisions with more quality and with higher levels of consensus. Our model allows the agent to redefine his objectives to maximize both his and group satisfaction. Our model proved that agents that use it will obtain higher average levels of consensus and satisfaction. Besides that, agents using this model will obtain those higher levels of consensus and satisfaction in most of the times compared to agents that do not use it.
publishDate 2016
dc.date.none.fl_str_mv 2016
2016-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference paper
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/50578
url http://hdl.handle.net/1822/50578
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Carneiro J., Martinho D., Marreiros G., Novais P., The Effect of Decision Satisfaction Prediction in Argumentation-Based Negotiation, Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection - International Workshops of PAAMS 2016, Bajo J., et al., Springer Communications in Computer and Information Science, Vol. 616, pp 262-273, ISBN: 978-3-319-39386-5, ISSN: 1865-0929, 2016. http://dx.doi.org/10.1007/978-3-319-39387-2_22
978-3-319-39386-5
1865-0929
10.1007/978-3-319-39387-2_22
https://link.springer.com/chapter/10.1007%2F978-3-319-39387-2_22
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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