Publicação
User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation
| Resumo: | The product designer plays a crucial role in creating products that captivate and fulfill users’ needs in an exceptional way. Based on this, this work aimed to demonstrate how a user-centered product designer can play a crucial role in solving the pains of the target audience. With this in mind, this paper proposes the design of a dashboard for a clinical team to visualize a rehabilitation session, focusing the product on the user experience. Several Deep Learning (DL) algorithms are expected to be used to extract biometric data from the patients, in order to feed a Dynamic Difficulty Adjustment (DDA) module, based on Reinforcement Learning (RL). The method proposed in this study is based on the study of the customer experience. To this end, a roadmap was drawn up with the stages of developing a data visualization platform. Afterward, user satisfaction was assessed using the System Usability Scale (SUS), resulting in a usability score of 81.6 points. It can be concluded that analyzing the data from this study reinforces the ongoing importance of User-Centred Product Design in creating effective and successful digital products. |
|---|---|
| Autores principais: | Neto, Jecé Xavier |
| Outros Autores: | Lopes, Júlio Castro; Naves, Thiago França; Lopes, Rui Pedro |
| Assunto: | User-Centered Product designer User experience Usability Deep learning |
| Ano: | 2025 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso restrito |
| Instituição associada: | Instituto Politécnico de Bragança |
| Idioma: | inglês |
| Origem: | Biblioteca Digital do IPB |
| _version_ | 1867173416266629120 |
|---|---|
| author | Neto, Jecé Xavier |
| author2 | Lopes, Júlio Castro Naves, Thiago França Lopes, Rui Pedro |
| author2_role | author author author |
| author_facet | Neto, Jecé Xavier Lopes, Júlio Castro Naves, Thiago França Lopes, Rui Pedro |
| author_role | author |
| contributor_name_str_mv | Biblioteca Digital do IPB |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Neto, Jecé Xavier\"},{\"Person.name\":\"Lopes, Júlio Castro\"},{\"Person.name\":\"Naves, Thiago França\"},{\"Person.name\":\"Lopes, Rui Pedro\",\"Person.identifier.orcid\":\"0000-0002-9170-5078\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Biblioteca Digital do IPB |
| datacite.creators.creator.creatorName.fl_str_mv | Neto, Jecé Xavier Lopes, Júlio Castro Naves, Thiago França Lopes, Rui Pedro |
| datacite.date.Accepted.fl_str_mv | 2025-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2026-03-02T12:21:32Z |
| datacite.date.embargoed.fl_str_mv | 2026-03-02T12:21:32Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| datacite.subjects.subject.fl_str_mv | User-Centered Product designer User experience Usability Deep learning |
| datacite.titles.title.fl_str_mv | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation |
| dc.contributor.none.fl_str_mv | Biblioteca Digital do IPB |
| dc.creator.none.fl_str_mv | Neto, Jecé Xavier Lopes, Júlio Castro Naves, Thiago França Lopes, Rui Pedro |
| dc.date.Accepted.fl_str_mv | 2025-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2026-03-02T12:21:32Z |
| dc.date.embargoed.fl_str_mv | 2026-03-02T12:21:32Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://hdl.handle.net/10198/35909 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Springer |
| dc.rights.cclincense.fl_str_mv | http://creativecommons.org/licenses/by-nd/4.0/ |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| dc.subject.none.fl_str_mv | User-Centered Product designer User experience Usability Deep learning |
| dc.title.fl_str_mv | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | The product designer plays a crucial role in creating products that captivate and fulfill users’ needs in an exceptional way. Based on this, this work aimed to demonstrate how a user-centered product designer can play a crucial role in solving the pains of the target audience. With this in mind, this paper proposes the design of a dashboard for a clinical team to visualize a rehabilitation session, focusing the product on the user experience. Several Deep Learning (DL) algorithms are expected to be used to extract biometric data from the patients, in order to feed a Dynamic Difficulty Adjustment (DDA) module, based on Reinforcement Learning (RL). The method proposed in this study is based on the study of the customer experience. To this end, a roadmap was drawn up with the stages of developing a data visualization platform. Afterward, user satisfaction was assessed using the System Usability Scale (SUS), resulting in a usability score of 81.6 points. It can be concluded that analyzing the data from this study reinforces the ongoing importance of User-Centred Product Design in creating effective and successful digital products. |
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| fulltext.url.fl_str_mv | https://bibliotecadigital.ipb.pt/bitstreams/bc687b80-4575-48e9-8026-3f5fd94d950f/download |
| funding.funder.alternateName_str_mv | FCT FCT FCT |
| funding.funder.identifier_str_mv | http://doi.org/10.13039/501100001871 http://doi.org/10.13039/501100001871 http://doi.org/10.13039/501100001871 |
| funding.funder.name_str_mv | Fundação para a Ciência e a Tecnologia Fundação para a Ciência e a Tecnologia Fundação para a Ciência e a Tecnologia |
| funding.identifier_str_mv | UIDB/05757/2020 UIDP/05757/2020 LA/P/0007/2020 |
| funding.name_str_mv | 6817 - DCRRNI ID 6817 - DCRRNI ID 6817 - DCRRNI ID |
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| identifier.url.fl_str_mv | http://hdl.handle.net/10198/35909 |
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| institution | Instituto Politécnico de Bragança |
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| language | eng |
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| person_str_mv | Neto, Jecé Xavier Lopes, Júlio Castro Lopes, Júlio Castro https://www.ciencia-id.pt/CC12-FD7E-D0BC CC12-FD7E-D0BC Naves, Thiago França Lopes, Rui Pedro Lopes, Rui Pedro https://www.ciencia-id.pt/8E14-54E4-4DB5 8E14-54E4-4DB5 http://orcid.org/0000-0002-9170-5078 0000-0002-9170-5078 |
| publishDate | 2025 |
| publisher.none.fl_str_mv | Springer |
| reponame_str | Biblioteca Digital do IPB |
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| spelling | engSpringerengThe product designer plays a crucial role in creating products that captivate and fulfill users’ needs in an exceptional way. Based on this, this work aimed to demonstrate how a user-centered product designer can play a crucial role in solving the pains of the target audience. With this in mind, this paper proposes the design of a dashboard for a clinical team to visualize a rehabilitation session, focusing the product on the user experience. Several Deep Learning (DL) algorithms are expected to be used to extract biometric data from the patients, in order to feed a Dynamic Difficulty Adjustment (DDA) module, based on Reinforcement Learning (RL). The method proposed in this study is based on the study of the customer experience. To this end, a roadmap was drawn up with the stages of developing a data visualization platform. Afterward, user satisfaction was assessed using the System Usability Scale (SUS), resulting in a usability score of 81.6 points. It can be concluded that analyzing the data from this study reinforces the ongoing importance of User-Centred Product Design in creating effective and successful digital products.application/pdfengUser-Centered Dashboard Design in Serious VR Game for Cognitive RehabilitationNeto, Jecé XavierPersonalLopes, Júlio CastroDSpacehttp://dspace.org/items/ab47fc12-ad28-436e-8bc6-a7f6359750e2DSpacehttp://dspace.org/items/ab47fc12-ad28-436e-8bc6-a7f6359750e2LopesJúlio CastroCiência IDhttps://www.ciencia-id.ptCC12-FD7E-D0BCNaves, Thiago FrançaPersonalLopes, Rui PedroDSpacehttp://dspace.org/items/e1e64423-0ec8-46ee-be96-33205c7c98a9DSpacehttp://dspace.org/items/e1e64423-0ec8-46ee-be96-33205c7c98a9LopesRui PedroCiência IDhttps://www.ciencia-id.pt8E14-54E4-4DB5ORCIDhttp://orcid.org0000-0002-9170-5078HostingInstitutionOrganizationalBiblioteca Digital do IPBe-mailmailto:dspace@ipb.ptdspace@ipb.ptISBNIsPartOf9783031710780ISBNIsPartOf9783031710797ISSNIsPartOf1865-0929ISSNIsPartOf1865-0937DOIIsPartOf10.1007/978-3-031-71079-7_192026-03-02T12:21:32Z20252025-01-01T00:00:00ZHandlehttp://hdl.handle.net/10198/35909http://purl.org/coar/access_right/c_16ecrestricted accessUser-CenteredProduct designerUser experienceUsabilityDeep learning479768 bytesFundação para a Ciência e a TecnologiaResearch Centre in Digitalization and Intelligent Roboticsinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F05757%2F2020/PTUIDB/05757/20206817 - DCRRNI IDCrossref Funder IDhttp://doi.org/10.13039/501100001871Fundação para a Ciência e a TecnologiaResearch Centre in Digitalization and Intelligent Roboticsinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F05757%2F2020/PTUIDP/05757/20206817 - DCRRNI IDCrossref Funder IDhttp://doi.org/10.13039/501100001871Fundação para a Ciência e a TecnologiaAssociate Laboratory for Sustainability and Tecnology in Mountain Regionsinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/LA%2FP%2F0007%2F2020/PTLA/P/0007/20206817 - DCRRNI IDCrossref Funder IDhttp://doi.org/10.13039/501100001871other research producthttp://purl.org/coar/resource_type/c_5794conference paper2025http://creativecommons.org/licenses/by-nd/4.0/http://purl.org/coar/access_right/c_16ecapplication/pdffulltexthttps://bibliotecadigital.ipb.pt/bitstreams/bc687b80-4575-48e9-8026-3f5fd94d950f/download4th International Conference on Computer and Communication Engineering, CCCE 20242192229241 |
| spellingShingle | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation Neto, Jecé Xavier User-Centered Product designer User experience Usability Deep learning |
| status | SINGLETON |
| subject.fl_str_mv | User-Centered Product designer User experience Usability Deep learning |
| title | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation |
| title_full | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation |
| title_fullStr | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation |
| title_full_unstemmed | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation |
| title_short | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation |
| title_sort | User-Centered Dashboard Design in Serious VR Game for Cognitive Rehabilitation |
| topic | User-Centered Product designer User experience Usability Deep learning |
| topic_facet | User-Centered Product designer User experience Usability Deep learning |
| url | http://hdl.handle.net/10198/35909 |
| visible | 1 |
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