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The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner]

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The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner]

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dc.contributor.author Valenza, Gaetano es_ES
dc.contributor.author Alcañiz Raya, Mariano Luis es_ES
dc.contributor.author Carli, Vladimir es_ES
dc.contributor.author Dudnik, Gabriela es_ES
dc.contributor.author Gentili, Claudio es_ES
dc.contributor.author Provinciale, Jaime Guixeres es_ES
dc.contributor.author Rossi, Simone es_ES
dc.contributor.author Toschi, Nicola es_ES
dc.contributor.author van Wassenhove, Virginie es_ES
dc.date.accessioned 2024-06-25T18:12:02Z
dc.date.available 2024-06-25T18:12:02Z
dc.date.issued 2024-01 es_ES
dc.identifier.issn 1053-5888 es_ES
dc.identifier.uri http://hdl.handle.net/10251/205461
dc.description.abstract [EN] The transformation of communication media has revolutionized social interactions, incorporating audio and video into our lives. Despite the recent availability of virtual reality (VR) technology, its widespread adoption faces obstacles. Technological challenges in creating VR environments and scientific confounding concerning interindividual variability in responses to virtual simulations are key factors hindering its broader integration. The EXPERIENCE project makes real the complex interplay among multisensory perception, emotional responses, and extended social interactions by allowing the public-at-large to create their own VR environments automatically through portable devices (e.g., smartphones/tablets) without the need for technical skills. The VR environment augmented by an individual's physiological responses, psychological and cognitive descriptors, and behavioral outcomes defines the individual's subjective experience, namely, an individual's extended personal reality (EPR). The virtualization of a person's EPR provides a holistic and quantitative environment that can be shared with others to transfer personalized psychological and emotional responses. Additionally, EPR assessment enables subsequent manipulation of the VR through explainable artificial intelligence (AI) routines merging multisensory biofeedback, individualized perception of time-space, and neuromodulation. This technology can be exploited in a plethora of innovative scenarios, including mental healthcare, gaming, e-learning, and neuroeconomics, also leading to the creation of a new market for sharing and selling (virtual) experiences. es_ES
dc.description.sponsorship The EXPERIENCE project has received funding from the European Commission Horizon 2020 Research and Innovation Program under Grant Agreement 101017727. The EXPERIENCE project is part of the crossproject collaboration SECTG comprising the SONICOM project [16], the CAROUSE L proje ct , the TOUCHLESS project, and the GUESTXR project. Gaetano Valenza is the corresponding author. es_ES
dc.language Inglés es_ES
dc.publisher Institute of Electrical and Electronics Engineers es_ES
dc.relation.ispartof IEEE Signal Processing Magazine es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Virtual reality es_ES
dc.subject Signal processing es_ES
dc.subject Media,Emotional responses es_ES
dc.subject Audio-visual systems es_ES
dc.subject Multisensor systems es_ES
dc.subject User experience es_ES
dc.subject Psychology es_ES
dc.subject Behavioral sciences es_ES
dc.subject Virtualization es_ES
dc.subject Artificial intelligence es_ES
dc.subject Explainable AI es_ES
dc.subject Mobile applications es_ES
dc.subject Extended reality es_ES
dc.subject Biomedical signal processing es_ES
dc.subject.classification EXPRESION GRAFICA EN LA INGENIERIA es_ES
dc.title The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner] es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1109/MSP.2023.3344430 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/101017727/EU/The ¿Extended-Personal Reality¿: augmented recording and transmission of virtual senses through artificial-IntelligENCE/ es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Escuela Técnica Superior de Ingeniería Agronómica y del Medio Natural - Escola Tècnica Superior d'Enginyeria Agronòmica i del Medi Natural es_ES
dc.description.bibliographicCitation Valenza, G.; Alcañiz Raya, ML.; Carli, V.; Dudnik, G.; Gentili, C.; Provinciale, JG.; Rossi, S.... (2024). The EXPERIENCE Project: Automatic virtualization of "extended personal reality" through biomedical signal processing and explainable artificial intelligence [Applications Corner]. IEEE Signal Processing Magazine. 41(1):60-66. https://doi.org/10.1109/MSP.2023.3344430 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1109/MSP.2023.3344430 es_ES
dc.description.upvformatpinicio 60 es_ES
dc.description.upvformatpfin 66 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 41 es_ES
dc.description.issue 1 es_ES
dc.relation.pasarela S\520315 es_ES
dc.contributor.funder European Commission es_ES


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