A multiple criteria decision analysis framework for dispersed group decision-making contexts

Detalhes bibliográficos
Autor(a) principal: Carneiro, João
Data de Publicação: 2020
Outros Autores: Martinho, Diogo, Alves, Patrícia, Conceição, Luís, 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/1822/65945
Resumo: To support Group Decision-Making processes when participants are dispersed is a complex task. The biggest challenges are related to communication limitations that impede decision-makers to take advantage of the benefits associated with face-to-face Group Decision-Making processes. Several approaches that intend to aid dispersed groups attaining decisions have been applied to Group Decision Support Systems. However, strategies to support decision-makers in reasoning, understanding the reasons behind the different recommendations, and promoting the decision quality are very limited. In this work, we propose a Multiple Criteria Decision Analysis Framework that intends to overcome those limitations through a set of functionalities that can be used to support decision-makers attaining more informed, consistent, and satisfactory decisions. These functionalities are exposed through a microservice, which is part of a Consensus-Based Group Decision Support System and is used by autonomous software agents to support decision-makers according to their specific needs/interests. We concluded that the proposed framework greatly facilitates the definition of important procedures, allowing decision-makers to take advantage of deciding as a group and to understand the reasons behind the different recommendations and proposals.
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spelling A multiple criteria decision analysis framework for dispersed group decision-making contextsgroup decision-makingconsensus reaching processesconsensus support systemsmulticriteria group decision-makingmultiple criteria decision analysismulti-agent systemsmicroservicesScience & TechnologyTo support Group Decision-Making processes when participants are dispersed is a complex task. The biggest challenges are related to communication limitations that impede decision-makers to take advantage of the benefits associated with face-to-face Group Decision-Making processes. Several approaches that intend to aid dispersed groups attaining decisions have been applied to Group Decision Support Systems. However, strategies to support decision-makers in reasoning, understanding the reasons behind the different recommendations, and promoting the decision quality are very limited. In this work, we propose a Multiple Criteria Decision Analysis Framework that intends to overcome those limitations through a set of functionalities that can be used to support decision-makers attaining more informed, consistent, and satisfactory decisions. These functionalities are exposed through a microservice, which is part of a Consensus-Based Group Decision Support System and is used by autonomous software agents to support decision-makers according to their specific needs/interests. We concluded that the proposed framework greatly facilitates the definition of important procedures, allowing decision-makers to take advantage of deciding as a group and to understand the reasons behind the different recommendations and proposals.This research was funded by the GrouPlanner Project (PTDC/CCI-INF/29178/2017) and by National Funds through the FCT—Fundação para a Ciência e a Tecnologia (Portuguese Foundation for Science and Technology) within the Projects UID/CEC/00319/2020, UID/EEA/00760/2020 and the Luís Conceição PhD grant with the reference SFRH/BD/137150/2018.Multidisciplinary Digital Publishing InstituteUniversidade do MinhoCarneiro, JoãoMartinho, DiogoAlves, PatríciaConceição, LuísMarreiros, GoretiNovais, Paulo2020-07-032020-07-03T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/65945engCarneiro, J.; Martinho, D.; Alves, P.; Conceição, L.; Marreiros, G.; Novais, P. A Multiple Criteria Decision Analysis Framework for Dispersed Group Decision-Making Contexts. Appl. Sci. 2020, 10, 4614.2076-341710.3390/app10134614https://www.mdpi.com/2076-3417/10/13/4614info: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:RCAAP2023-07-21T12:31:05Zoai:repositorium.sdum.uminho.pt:1822/65945Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:26:20.172088Repositório 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 multiple criteria decision analysis framework for dispersed group decision-making contexts
title A multiple criteria decision analysis framework for dispersed group decision-making contexts
spellingShingle A multiple criteria decision analysis framework for dispersed group decision-making contexts
Carneiro, João
group decision-making
consensus reaching processes
consensus support systems
multicriteria group decision-making
multiple criteria decision analysis
multi-agent systems
microservices
Science & Technology
title_short A multiple criteria decision analysis framework for dispersed group decision-making contexts
title_full A multiple criteria decision analysis framework for dispersed group decision-making contexts
title_fullStr A multiple criteria decision analysis framework for dispersed group decision-making contexts
title_full_unstemmed A multiple criteria decision analysis framework for dispersed group decision-making contexts
title_sort A multiple criteria decision analysis framework for dispersed group decision-making contexts
author Carneiro, João
author_facet Carneiro, João
Martinho, Diogo
Alves, Patrícia
Conceição, Luís
Marreiros, Goreti
Novais, Paulo
author_role author
author2 Martinho, Diogo
Alves, Patrícia
Conceição, Luís
Marreiros, Goreti
Novais, Paulo
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Carneiro, João
Martinho, Diogo
Alves, Patrícia
Conceição, Luís
Marreiros, Goreti
Novais, Paulo
dc.subject.por.fl_str_mv group decision-making
consensus reaching processes
consensus support systems
multicriteria group decision-making
multiple criteria decision analysis
multi-agent systems
microservices
Science & Technology
topic group decision-making
consensus reaching processes
consensus support systems
multicriteria group decision-making
multiple criteria decision analysis
multi-agent systems
microservices
Science & Technology
description To support Group Decision-Making processes when participants are dispersed is a complex task. The biggest challenges are related to communication limitations that impede decision-makers to take advantage of the benefits associated with face-to-face Group Decision-Making processes. Several approaches that intend to aid dispersed groups attaining decisions have been applied to Group Decision Support Systems. However, strategies to support decision-makers in reasoning, understanding the reasons behind the different recommendations, and promoting the decision quality are very limited. In this work, we propose a Multiple Criteria Decision Analysis Framework that intends to overcome those limitations through a set of functionalities that can be used to support decision-makers attaining more informed, consistent, and satisfactory decisions. These functionalities are exposed through a microservice, which is part of a Consensus-Based Group Decision Support System and is used by autonomous software agents to support decision-makers according to their specific needs/interests. We concluded that the proposed framework greatly facilitates the definition of important procedures, allowing decision-makers to take advantage of deciding as a group and to understand the reasons behind the different recommendations and proposals.
publishDate 2020
dc.date.none.fl_str_mv 2020-07-03
2020-07-03T00:00:00Z
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/1822/65945
url http://hdl.handle.net/1822/65945
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Carneiro, J.; Martinho, D.; Alves, P.; Conceição, L.; Marreiros, G.; Novais, P. A Multiple Criteria Decision Analysis Framework for Dispersed Group Decision-Making Contexts. Appl. Sci. 2020, 10, 4614.
2076-3417
10.3390/app10134614
https://www.mdpi.com/2076-3417/10/13/4614
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 Multidisciplinary Digital Publishing Institute
publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
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
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