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Synergizing data storytelling and AI enhancing: Engagement in complex data communication

2025-09-24Capítulo de livro Acesso aberto
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datacite.subject.sdg04:Educação de Qualidade
datacite.subject.sdg09:Indústria, Inovação e Infraestruturas
datacite.subject.sdg16:Paz, Justiça e Instituições Eficazes
dc.contributor.authorFrade, Maria João
dc.contributor.authorRamos, Celia
dc.date.accessioned2026-03-28T12:32:45Z
dc.date.available2026-03-28T12:32:45Z
dc.date.issued2025-09-24
dc.description.abstractCombining Data Storytelling concepts and Artificial Intelligence algorithms presents a powerful alliance for the analysis and communication of complex data, in a more intuitive environment and with higher levels of engagement. The main goal was to understand and present the potential of combining these two areas, where sentiment analysis was the method considered to represent Artificial Intelligence. The considered methodology consists, in a first phase of literary review, followed by sentiment analysis. The findings of this research culminate in the development of the definition of Data Storytelling, its potential, and its relationship with Artificial Intelligence systems, presenting a Dashboard Data Storytelling incorporated with AI.eng
dc.identifier.doi10.4018/979-8-3373-6970-9.ch005
dc.identifier.isbn9798337369709
dc.identifier.urihttp://hdl.handle.net/10400.1/28572
dc.language.isoeng
dc.peerreviewedyes
dc.publisherIGI Global Scientific Publishing
dc.relationResearch Center for Spatial and Organizational Dynamics
dc.relationResearch Center for Spatial and Organizational Dynamics
dc.relation.ispartofAdvances in Computational Intelligence and Robotics
dc.relation.ispartofSocietal Approaches to AI, Psychology, and Digital Culture
dc.rights.uriN/A
dc.titleSynergizing data storytelling and AI enhancing: Engagement in complex data communicationeng
dc.typebook part
dspace.entity.typePublication
oaire.awardNumberUID/SOC/04020/2019
oaire.awardNumberUID/SOC/04020/2013
oaire.awardTitleResearch Center for Spatial and Organizational Dynamics
oaire.awardTitleResearch Center for Spatial and Organizational Dynamics
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FSOC%2F04020%2F2019/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UID%2FSOC%2F04020%2F2013/PT
oaire.citation.titleSocietal Approaches to AI, Psychology, and Digital Culture
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStream6817 - DCRRNI ID
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameFrade
person.familyNameRamos
person.givenNameMaria João
person.givenNameCelia
person.identifier.ciencia-idB917-D015-C2EF
person.identifier.orcid0009-0000-9977-6076
person.identifier.orcid0000-0002-3413-4897
person.identifier.ridC-5119-2012
person.identifier.scopus-author-id35073165500
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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