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Personalization of a learning environment supported by AI for vocational training based on skills required: a research proposal

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dc.contributor.authorAplugi, Glória
dc.contributor.authorSantos, Arnaldo
dc.contributor.authorCravino, José
dc.date.accessioned2026-02-16T14:06:52Z
dc.date.available2026-02-16T14:06:52Z
dc.date.issued2025en_US
dc.date.updated2026-02-11T16:29:41Z
dc.description.abstractThe learning environment is an essential part of teaching and learning. Its personalization has several advantages (e.g., guaranteeing learning quality or effective learning). In vocational education, a personalized learning environment might provide training most suitable to each professional according to individual characteristics, skills, or career path. Artificial intelligence's ability to process big data can be harnessed to personalize a learning environment. This work intends to investigate the personalization of a learning environment using artificial intel-ligence (AI) in vocational training that can provide relevant training based on the trainees' skills required. A framework will be proposed to personalize a learning environment in this scope. Its development will follow the design science re-search (DSR) methodology. During the process, the survey methodology (expert interviews and focus groups) will be conducted to validate the artifact require-ments and evaluate our future framework.eng
dc.description.versionN/A
dc.identifier.authenticusidP-019-TXQen_US
dc.identifier.doi10.1007/978-3-032-02675-0_9en_US
dc.identifier.eid2-s2.0-105014493631en_US
dc.identifier.slugcv-prod-4657150
dc.identifier.urihttp://hdl.handle.net/10400.2/21314
dc.language.isoeng
dc.peerreviewedyes
dc.rights.uriN/A
dc.subjectArtificial intelligence
dc.subjectFramework
dc.subjectLearning environment
dc.subjectPersonalization
dc.subjectVocational training
dc.titlePersonalization of a learning environment supported by AI for vocational training based on skills required: a research proposaleng
dc.typebook parten_US
dspace.entity.typePublication
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameAplugi
person.familyNameSantos
person.familyNameCravino
person.givenNameGlória
person.givenNameArnaldo
person.givenNameJosé
person.identifierhttps://scholar.google.pt/citations?user=ik_0xPkAAAAJ&hl=pt-PT
person.identifierB-4337-2008
person.identifier.ciencia-idC813-2272-21B0
person.identifier.ciencia-id3211-438A-A256
person.identifier.ciencia-idBF13-0C43-7A49
person.identifier.orcid0000-0002-8330-3319
person.identifier.orcid0000-0001-5139-6728
person.identifier.orcid0000-0002-5376-6128
person.identifier.ridKJL-8158-2024
person.identifier.scopus-author-id58102889700
person.identifier.scopus-author-id24281352800
rcaap.cv.cienciaid3211-438A-A256 | Arnaldo Manuel Pinto dos Santos
rcaap.rightsopenAccessen_US
relation.isAuthorOfPublication8546473b-dd9e-445c-ad49-c0c43ad98a96
relation.isAuthorOfPublicationb40e1515-a3da-429d-83f6-717be6d9f30d
relation.isAuthorOfPublicationcda4574e-4333-4021-b201-f02224390ee0
relation.isAuthorOfPublication.latestForDiscovery8546473b-dd9e-445c-ad49-c0c43ad98a96

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