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dc.contributor.authorBarnes, Laura
dc.identifier.citationBarnes, L. E. (2019). Monitoring mental health of college students using smartphones. En Universidad de Lima (Ed.), Hacia la transformación digital. Actas del I Congreso Internacional de Ingeniería de Sistemas (pp. 35-40), Lima, 13 y 14 de septiembre del 2018. Universidad de Lima, Fondo
dc.description.abstractA better understanding of an individual’s smartphone use can help researchers to improve methods for early detection, evaluation, and intervention of anxiety disorders. For this reason, we present an exploratory study of behavioral markers extracted from smartphone data. We examine fine-grained behaviors before and after smartphone communication events across social anxiety levels. To discover behavioral markers, we model the smartphone as a linear dynamical system with the accelerometer data as output. In a two-week study of 52 college students, we find substantially different behavioral markers prior to and after outgoing phone calls when comparing individuals with high and low social anxiety.en
dc.publisherUniversidad de Limaes_PE
dc.sourceUniversidad de Limaes_PE
dc.sourceRepositorio Institucional - Ulimaes_PE
dc.subjectHacia la transformación digital. Actas del I Congreso Internacional de Ingeniería de Sistemases_ES
dc.subject.classificationPendiente / Pendientees
dc.titleMonitoring mental health of college students using smartphonesen
dc.type.otherArtículo de conferenciaes_PE
dc.description.peer-reviewRevisado por pareses

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