A web-based group decision support system for multicriteria problems

Detalhes bibliográficos
Autor(a) principal: Conceição, Luís
Data de Publicação: 2021
Outros Autores: Martinho, Diogo, Andrade, Rui, Carneiro, João, Martins, Constantino, Marreiros, Goreti, Novais, Paulo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/68112
Resumo: One of the most important factors to determine the success of an organization is the quality of decisions made. Supporting a decision-making process is a complex task, mainly when decision-makers are dispersed. Group decision support systems (GDSSs) have been studied over the last decades with the goal of providing support to decision-makers; however, their acceptance by organizations has been difficult. This happens mostly due to usability problems, loss of interaction between decision-makers, and consequently, loss of information. In this work, we present a web-based GDSS developed to support groups of decision-makers, regardless of their geographic location. The system allows the creation of multicriteria problems and the configuration of the preferences, intentions, and interests of each decision-maker. The presented system uses a multiagent system to combine and process this information, using virtual agents that represent each decision-maker. We believe that, with this approach, we will proceed in the refinements of a successful GDSS to correctly support decision-makers while preserving the valuable intelligence and knowledge that can be generated in face-to-face meetings. Furthermore, the high level of usability that the system provides will contribute to an easier acceptance and adoption of this kind of systems.
id RCAP_0b221f15f14ca78cd720e31ee90b585f
oai_identifier_str oai:repositorium.sdum.uminho.pt:1822/68112
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling A web-based group decision support system for multicriteria problemsautomatic negotiationgroup decision makinggroup decision support systemsmultiagent systemsCiências Naturais::Ciências da Computação e da InformaçãoEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaScience & TechnologyOne of the most important factors to determine the success of an organization is the quality of decisions made. Supporting a decision-making process is a complex task, mainly when decision-makers are dispersed. Group decision support systems (GDSSs) have been studied over the last decades with the goal of providing support to decision-makers; however, their acceptance by organizations has been difficult. This happens mostly due to usability problems, loss of interaction between decision-makers, and consequently, loss of information. In this work, we present a web-based GDSS developed to support groups of decision-makers, regardless of their geographic location. The system allows the creation of multicriteria problems and the configuration of the preferences, intentions, and interests of each decision-maker. The presented system uses a multiagent system to combine and process this information, using virtual agents that represent each decision-maker. We believe that, with this approach, we will proceed in the refinements of a successful GDSS to correctly support decision-makers while preserving the valuable intelligence and knowledge that can be generated in face-to-face meetings. Furthermore, the high level of usability that the system provides will contribute to an easier acceptance and adoption of this kind of systems.This work was supported by by National Funds through the FCT – Fundação para a Ciência e a Tecnologia (Portuguese Foundation for Science and Technology) with GrouPlanner Project (POCI-01-0145-FEDER29178) and within the Projects UID/CEC/00319/2019 and UID/EEA/00760/2019, and the Luís Conceição Ph.D. Grant with the reference SFRH/BD/137150/2018.John Wiley and SonsUniversidade do MinhoConceição, LuísMartinho, DiogoAndrade, RuiCarneiro, JoãoMartins, ConstantinoMarreiros, GoretiNovais, Paulo20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/68112eng1532-062610.1002/cpe.5298https://onlinelibrary.wiley.com/doi/full/10.1002/cpe.5298info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:24:12Zoai:repositorium.sdum.uminho.pt:1822/68112Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:18:08.470413Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A web-based group decision support system for multicriteria problems
title A web-based group decision support system for multicriteria problems
spellingShingle A web-based group decision support system for multicriteria problems
Conceição, Luís
automatic negotiation
group decision making
group decision support systems
multiagent systems
Ciências Naturais::Ciências da Computação e da Informação
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
title_short A web-based group decision support system for multicriteria problems
title_full A web-based group decision support system for multicriteria problems
title_fullStr A web-based group decision support system for multicriteria problems
title_full_unstemmed A web-based group decision support system for multicriteria problems
title_sort A web-based group decision support system for multicriteria problems
author Conceição, Luís
author_facet Conceição, Luís
Martinho, Diogo
Andrade, Rui
Carneiro, João
Martins, Constantino
Marreiros, Goreti
Novais, Paulo
author_role author
author2 Martinho, Diogo
Andrade, Rui
Carneiro, João
Martins, Constantino
Marreiros, Goreti
Novais, Paulo
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Conceição, Luís
Martinho, Diogo
Andrade, Rui
Carneiro, João
Martins, Constantino
Marreiros, Goreti
Novais, Paulo
dc.subject.por.fl_str_mv automatic negotiation
group decision making
group decision support systems
multiagent systems
Ciências Naturais::Ciências da Computação e da Informação
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
topic automatic negotiation
group decision making
group decision support systems
multiagent systems
Ciências Naturais::Ciências da Computação e da Informação
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
description One of the most important factors to determine the success of an organization is the quality of decisions made. Supporting a decision-making process is a complex task, mainly when decision-makers are dispersed. Group decision support systems (GDSSs) have been studied over the last decades with the goal of providing support to decision-makers; however, their acceptance by organizations has been difficult. This happens mostly due to usability problems, loss of interaction between decision-makers, and consequently, loss of information. In this work, we present a web-based GDSS developed to support groups of decision-makers, regardless of their geographic location. The system allows the creation of multicriteria problems and the configuration of the preferences, intentions, and interests of each decision-maker. The presented system uses a multiagent system to combine and process this information, using virtual agents that represent each decision-maker. We believe that, with this approach, we will proceed in the refinements of a successful GDSS to correctly support decision-makers while preserving the valuable intelligence and knowledge that can be generated in face-to-face meetings. Furthermore, the high level of usability that the system provides will contribute to an easier acceptance and adoption of this kind of systems.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/68112
url http://hdl.handle.net/1822/68112
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1532-0626
10.1002/cpe.5298
https://onlinelibrary.wiley.com/doi/full/10.1002/cpe.5298
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 John Wiley and Sons
publisher.none.fl_str_mv John Wiley and Sons
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799132635773009920