ME(3)CA: A cognitive assistant for physical exercises that monitors emotions and the environment

dc.contributor.authorRincon, Jaime A.por
dc.contributor.authorCosta, Ângelo Gonçalo Araújo Silvapor
dc.contributor.authorNovais, Paulopor
dc.contributor.authorJulian, Vicentepor
dc.contributor.authorCarrascosa, Carlospor
dc.date.accessioned2021-01-14T11:12:58Z
dc.date.embargo10000-01-01
dc.date.issued2020-02-01
dc.date.updated2020-12-30T20:04:32Z
dc.description.abstractRecent studies show that the elderly population has increased considerably in European society in recent years. This fact has led the European Union and many countries to propose new policies for caring services directed to this group. The current trend is to promote the care of the elderly in their own homes, thus avoiding inverting resources on residences. With this in mind, there are now new solutions in this direction, which try to make use of the continuous advances in computer science. This paper tries to advance in this area by proposing the use of a personal assistant to help older people at home while carrying out their daily activities. The proposed personal assistant is called ME(3)CA, and can be described as a cognitive assistant that offers users a personalised exercise plan for their rehabilitation. The system consists of a sensorisation platform along with decision-making algorithms paired with emotion detection models. ME(3)CA detects the users' emotions, which are used in the decision-making process allowing for more precise suggestions and an accurate (and unbiased) knowledge about the users' opinion towards each exercise.por
dc.description.sponsorshipThis work was partly supported by the FCT-Fundacao para a Ciencia e Tecnologia through the Post-Doc scholarship SFRH/BPD/102696/2014 (A. Costa), the Generalitat Valenciana (PROMETEO/2018/002) and the Spanish Government (RTI2018-095390-B-C31).por
dc.distributioninternationalpor
dc.identifier.citationRincon, J. A., Costa, A., Novais, P., Julian, V., & Carrascosa, C. (2020). ME3CA: A Cognitive Assistant for Physical Exercises that Monitors Emotions and the Environment. Sensors, 20(3), 852por
dc.identifier.doi10.3390/s20030852por
dc.identifier.eissn1424-8220
dc.identifier.issn1424-8220por
dc.identifier.pmid32033498
dc.identifier.urihttps://hdl.handle.net/1822/69220
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherMDPIpor
dc.relation.publisherversionhttps://www.mdpi.com/1424-8220/20/3/852por
dc.rightsrestrictedAccesspor
dc.subjectCognitive assistantspor
dc.subjectAffective computingpor
dc.subjectElderlypor
dc.subject.fosCiências Naturais::Ciências da Computação e da Informaçãopor
dc.subject.wosScience & Technology
dc.titleME(3)CA: A cognitive assistant for physical exercises that monitors emotions and the environmentpor
dc.typearticlepor
dspace.entity.typePublicationen
oaire.citationIssue3por
oaire.citationVolume20por
sdum.export.identifier7675
sdum.journalSensorspor

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