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Knowledge-driven profile dynamics

2024-06Journal article Open access
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datacite.subject.fosEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
dc.contributor.authorFermé, Eduardo
dc.contributor.authorGarapa, Marco
dc.contributor.authorReis, Maurício D. L.
dc.contributor.authorAlmeida, Yuri
dc.contributor.authorPaulino, Teresa
dc.contributor.authorMariana Rodrigues
dc.contributor.authorGarapa, Marco
dc.contributor.authorAristides da Silva Godinho de Almeida, Yuri
dc.contributor.authorFermé, Eduardo
dc.contributor.authorReis, Maurício
dc.contributor.authorPaulino, Teresa
dc.date.accessioned2025-05-05T15:34:47Z
dc.date.available2025-05-05T15:34:47Z
dc.date.issued2024-06
dc.description.abstractIn the last decades, user profiles have been used in several areas of information technology. In the literature, most research works, and systems focus on the creation of profiles (using Data Mining techniques based on user’s navigation or interaction history). In general, the dynamics of profiles are made by means of a systematic recreation of the profiles, without using the previous profiles. In this paper we propose to formalize the creation, representation, and dynamics of profiles from a Knowledge-Driven perspective. We introduce and axiomatically characterize four operators for changing profiles using a belief change inspired approach.eng
dc.identifier.citationFermé, E., Garapa, M., Reis, M. D., Almeida, Y., Paulino, T., & Rodrigues, M. (2024). Knowledge-driven profile dynamics. Artificial Intelligence, 331, 104117.
dc.identifier.doi10.1016/j.artint.2024.104117
dc.identifier.issn0004-3702
dc.identifier.urihttp://hdl.handle.net/10400.13/7256
dc.language.isoeng
dc.peerreviewedyes
dc.publisherElsevier
dc.relationNOVA Laboratory for Computer Science and Informatics
dc.relationResearch Centre for Mathematics and Applications
dc.relation.ispartofArtificial Intelligence
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/
dc.subjectProfile dynamics
dc.subjectPersonalized systems
dc.subjectBelief revision
dc.subjectKM-update
dc.subject.
dc.subjectFaculdade de Ciências Exatas e da Engenharia
dc.titleKnowledge-driven profile dynamicseng
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleNOVA Laboratory for Computer Science and Informatics
oaire.awardTitleResearch Centre for Mathematics and Applications
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/3599-PPCDT/PTDC%2FCCI-COM%2F4464%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F04516%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F04674%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/OE/SFRH%2FBD%2F147390%2F2019/PT
oaire.citation.titleArtificial Intelligence
oaire.citation.volume331
oaire.fundingStream3599-PPCDT
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStreamOE
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameGarapa
person.familyNameAristides da Silva Godinho de Almeida
person.familyNameFermé
person.familyNameReis
person.familyNamePaulino
person.givenNameMarco
person.givenNameYuri
person.givenNameEduardo
person.givenNameMaurício
person.givenNameTeresa
person.identifierhttps://scholar.google.com/citations?user=Qu6aCR8AAAAJ&hl
person.identifierhttps://scholar.google.pt/citations?user=nkIo3MQAAAAJ&hl=en
person.identifier.ciencia-id2712-ABAA-7FAD
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person.identifier.orcid0000-0003-3697-1565
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person.identifier.orcid0000-0002-9618-2421
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person.identifier.scopus-author-id57191524100
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person.identifier.scopus-author-id16025753300
project.funder.identifierhttp://doi.org/10.13039/501100001871
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project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
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