Enriching behavior patterns with learning styles using peripheral devices

dc.contributor.authorDuraes, Dalilapor
dc.contributor.authorde la Prieta, Fernandopor
dc.contributor.authorNovais, Paulopor
dc.date.accessioned2021-01-04T20:51:52Z
dc.date.embargo10000-01-01
dc.date.issued2019
dc.date.updated2020-12-30T23:51:01Z
dc.description.abstractThe human being is currently under an increased demand for attention, a result of a society that is moving faster. In most of the so-called developed countries, workers have nowadays increasingly busier activities. This makes them stretch their limits to find time for children, sports activities and other. This necessary extra time is frequently obtained at the expense of shorter periods of sleep or rest and with a cost in terms of pressure and stress. In this paper, we present a non-intrusive distributed system for enriching behavior patterns applying learning styles in a class of students which was considered as a team. It is especially suited for teams working at the computer. The presented system is able to provide real-time information about each individual as well as information about the team. It can be very useful for teachers or managers to identify potentially distracting events or individuals, and to detect the onset of mental fatigue or boredom, which significantly influence attention. In summary, this tool can be very useful for the implementation of better human resource management strategies, namely in the classification of learning style and the monitoring of the level of attention of each user.por
dc.description.sponsorshipThis work has been supported by COMPETE: POCI-01-0145-FEDER-007043 and FCT - Fundacao para a Ciencia e Tecnologia within the Project Scope: UID/CEC/00319/2013.por
dc.distributioninternationalpor
dc.identifier.doi10.1007/s10115-018-1287-6por
dc.identifier.issn0219-1377
dc.identifier.urihttps://hdl.handle.net/1822/68898
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherSpringerpor
dc.relationinfo:eu-repo/grantAgreement/FCT/5876/147280/PTpor
dc.relation.publisherversionhttps://link.springer.com/article/10.1007%2Fs10115-018-1287-6por
dc.rightsrestrictedAccesspor
dc.subjectUser behaviorpor
dc.subjectAmbient intelligent systempor
dc.subjectAttentivenesspor
dc.subjectLearning stylepor
dc.subjectNon-intrusivepor
dc.subjectDistributed computingpor
dc.subject.fosCiências Naturais::Ciências da Computação e da Informaçãopor
dc.subject.fosEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informáticapor
dc.subject.wosScience & Technology
dc.titleEnriching behavior patterns with learning styles using peripheral devicespor
dc.typearticlepor
dspace.entity.typePublicationen
oaire.citationEndPage1662por
oaire.citationIssue3por
oaire.citationStartPage1645por
oaire.citationVolume60por
sdum.export.identifier7703
sdum.journalKnowledge and Information Systemspor

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