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LLMs-Assisted decision-making in sustainable contexts

2025-10-06Comunicação em conferência Acesso aberto
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datacite.subject.fosCiências Naturais::Ciências da Computação e da Informação
datacite.subject.fosCiências Sociais::Psicologia
dc.contributor.authorRodrigues, Ana
dc.contributor.authorCabral, Diogo
dc.contributor.authorCampos, Pedro
dc.contributor.authorRodrigues, Ana Isabel
dc.contributor.authorPereira Campos, Pedro Filipe
dc.contributor.authorCampos, Pedro
dc.date.accessioned2026-08-06T15:27:50Z
dc.date.available2026-08-06T15:27:50Z
dc.date.issued2025-10-06
dc.description.abstractPromoting sustainability through creative approaches offers a path way to achieving sustainability goals, yet the resulting solutions often lack efficiency and effectiveness. Addressing this challenge, we introduce SAIESE, a Creativity Support Tool (CST) leveraging a Large Language Model (LLM) to support the creative process, the generation, evaluation, and selection of sustainable ideas. Our work articulates LLMs role in exploration and selection, focusing on sustainable ideas based on three metrics- Environmental Impact, Economic Benefits, and Social Effects. Our evaluation demonstrates that the prototype outperforms human evaluative tasks in usability, creative thinking, and decision-making while reducing cognitive workload. However, its effectiveness in promoting creativity de pends on the clarity of ideas, underlining the importance of hu man collaboration in ambiguous contexts. This work articulates the potential of AI in creativity, expanding current research on CSTs by highlighting sustainability-oriented creative processes and decision-making support.eng
dc.identifier.citationAna Rodrigues, Diogo Cabral, and Pedro Campos. 2025. LLMs-Assisted Decision-making in Sustainable Contexts. In 36th Annual Conference of the European Association of Cognitive Ergonomics (EACE) (ECCE 2025), October 07–10, 2025, Tallinn, Estonia. ACM, New York, NY, USA, 12 pages. https: //doi.org/10.1145/3746175.3746188
dc.identifier.doi10.1145/3746175.3746188
dc.identifier.isbn979-8-4007-2033-8/2025/10
dc.identifier.urihttp://hdl.handle.net/10400.13/7912
dc.language.isoeng
dc.peerreviewedn/a
dc.publisherACM
dc.relationCreativity Support Tools for Sustainability: from divergent to convergent thinking
dc.relationLaboratory of Robotics and Engineering Systems
dc.relationLARSyS - Laboratory of Robotics and Engineering Systems
dc.relationLaboratory of Robotics and Engineering Systems
dc.relation.ispartofProceedings of the 36th Annual Conference of the European Association of Cognitive Ergonomics
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectCreative process
dc.subjectCreativity support tool
dc.subjectLLMs
dc.subjectSustainability
dc.subject.
dc.subjectFaculdade de Ciências Exatas e da Engenharia
dc.titleLLMs-Assisted decision-making in sustainable contextseng
dc.typeconference paper
dspace.entity.typePublication
oaire.awardNumber2021.06734.BD
oaire.awardNumberUIDB/50009/2020
oaire.awardNumberLA/P/0083/2020
oaire.awardNumberUIDP/50009/2020
oaire.awardTitleCreativity Support Tools for Sustainability: from divergent to convergent thinking
oaire.awardTitleLaboratory of Robotics and Engineering Systems
oaire.awardTitleLARSyS - Laboratory of Robotics and Engineering Systems
oaire.awardTitleLaboratory of Robotics and Engineering Systems
oaire.awardURIhttp://hdl.handle.net/10400.13/7654
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F50009%2F2020/PT
oaire.awardURIhttp://hdl.handle.net/10400.13/7898
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F50009%2F2020/PT
oaire.citation.conferenceDate2025
oaire.citation.conferencePlaceTallinn, Estonia
oaire.citation.title36th Annual Conference of the European Association of Cognitive Ergonomics (EACE) (ECCE 2025), October 07–10, 2025.
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStreamConcurso para Atribuição do Estatuto e Financiamento de Laboratórios Associados (LA)
oaire.fundingStream6817 - DCRRNI ID
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameRodrigues
person.familyNamePereira Campos
person.familyNameCampos
person.givenNameAna Isabel
person.givenNamePedro Filipe
person.givenNamePedro
person.identifier.ciencia-id7C19-B5E5-01CA
person.identifier.orcid0000-0002-8688-3785
person.identifier.orcid0000-0001-7706-5038
person.identifier.orcid0000-0001-7706-5038
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
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