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Empowering the Teaching and Learning of Geometry in Basic Education by Combining Extended Reality and Machine Learning

2024Conference paper Restricted access
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dc.contributor.authorCunha, Carlos R.
dc.contributor.authorMoreira, André Silva
dc.contributor.authorCoelho, Sílvia
dc.contributor.authorMendonça, Vítor
dc.contributor.authorGomes, João Pedro
dc.date.accessioned2024-05-29T08:33:06Z
dc.date.available2024-05-29T08:33:06Z
dc.date.issued2024
dc.description.abstractTechnology has helped to innovate in the teaching-learning process. Today's students are more demanding actors when it comes to the environment, they have at their disposal to learn, experiment and develop critical thinking. The area of mathematics has successively suffered from students’ learning difficul- ties, whether due to lack of motivation, low abstraction ability or lack of new tools for teachers to bring innovation into the classroom and outside it. While being true that digitalization has entered schools, it often follows a process of digital replication of approaches and materials that were previously only availa- ble on physical media. This work focuses on the use of Extended Realities for teaching mathematics, and very particularly in the teaching of geometry, with a proposition of a conceptual model that combines the use of Extended Reality and Machine Learning. The proposed model was subject to prototyping, which is pre- sented as a form of laboratory validation as a contribution to innovate the way of how the geometry teaching-learning process is developed, as well through the ability to obtain useful insights for teachers, and students, throughout the process.pt_PT
dc.description.sponsorshipThe authors are grateful to the Foundation for Science and Technology (FCT, Portugal) for financial support through national funds FCT/MCTES (PIDDAC) to CeDRI (UIDB/05757/2020 and UIDP/05757/2020) and SusTEC (LA/P/0007/2021).
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationCunha, C.R., Moreira, A., Coelho, S., Mendonça, V., Gomes, J.P. (2024). Empowering the Teaching and Learning of Geometry in Basic Education by Combining Extended Reality and Machine Learning. In World Conference on Information Systems and Technologies (WorldCIST’24). Cham: Springer. p. 98-109. ISBN 978-3-031-60223-8pt_PT
dc.identifier.doi10.1007/978-3-031-60224-5_11pt_PT
dc.identifier.isbn978-3-031-60223-8
dc.identifier.urihttp://hdl.handle.net/10198/29829
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherSpringer Naturept_PT
dc.relationLA/P/0007/2021
dc.relationResearch Centre in Digitalization and Intelligent Robotics
dc.relationResearch Centre in Digitalization and Intelligent Robotics
dc.subjectTeachingpt_PT
dc.subjectLearningpt_PT
dc.subjectGeometrypt_PT
dc.subjectExtended Realitypt_PT
dc.subjectMachine Learningpt_PT
dc.titleEmpowering the Teaching and Learning of Geometry in Basic Education by Combining Extended Reality and Machine Learningpt_PT
dc.typeconference paper
dspace.entity.typePublication
oaire.awardTitleResearch Centre in Digitalization and Intelligent Robotics
oaire.awardTitleResearch Centre in Digitalization and Intelligent Robotics
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F05757%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F05757%2F2020/PT
oaire.citation.endPage109pt_PT
oaire.citation.startPage98pt_PT
oaire.citation.titleWorld Conference on Information Systems and Technologies (WorldCIST’24)pt_PT
oaire.citation.volume988pt_PT
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStream6817 - DCRRNI ID
person.familyNameCunha
person.familyNameMoreira
person.familyNameMendonça
person.familyNameGomes
person.givenNameCarlos R.
person.givenNameAndré Silva
person.givenNameVítor
person.givenNameJoão Pedro
person.identifierR-001-NSC
person.identifier.ciencia-id2316-5664-FF6F
person.identifier.ciencia-id9F19-60C9-1A54
person.identifier.ciencia-id591A-BFEF-2CD2
person.identifier.ciencia-id4A1D-E1E3-3F27
person.identifier.orcid0000-0003-3085-1562
person.identifier.orcid0000-0002-6253-6615
person.identifier.orcid0000-0001-7020-8235
person.identifier.orcid0000-0001-9308-0027
person.identifier.ridH-2678-2014
person.identifier.scopus-author-id57202512811
person.identifier.scopus-author-id36550587200
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
rcaap.rightsrestrictedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
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