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dc.creatorGaiduk, Maksymes
dc.creatorSeepold, Ralfes
dc.creatorMartínez Madrid, Natividades
dc.creatorOrcioni, Simonees
dc.creatorConti, Massimoes
dc.creatorOrtega Ramírez, Juan Antonioes
dc.date.accessioned2023-04-10T10:48:31Z
dc.date.available2023-04-10T10:48:31Z
dc.date.issued2022
dc.identifier.citationGaiduk, M., Seepold, R., Martínez Madrid, N., Orcioni, S., Conti, M. y Ortega Ramírez, J.A. (2022). Initial evaluation of substituting a sleep diary by smartwatch measurement. Procedia Computer Science, 207, 3370-3377. https://doi.org/10.1016/j.procs.2022.09.396.
dc.identifier.issn1877-0509 (online)es
dc.identifier.urihttps://hdl.handle.net/11441/144063
dc.descriptionForma parte del número especial dedicado al 26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2022)es
dc.description.abstractHealthy sleep is required for sufficient restoration of the human body and brain. Therefore, in the case of sleep disorders, appropriate therapy should be applied timely, which requires a prompt diagnosis. Traditionally, a sleep diary is a part of diagnosis and therapy monitoring for some sleep disorders, such as cognitive behaviour therapy for insomnia. To automatise sleep monitoring and make it more comfortable for users, substituting a sleep diary with a smartwatch measurement could be considered. With the aim of providing accurate results, a study with a total of 30 night recordings was conducted. Objective sleep measurement with a Samsung Galaxy Watch 4 was compared with a subjective approach (sleep diary), evaluating the four relevant sleep characteristics: time of getting asleep, wake up time, sleep efficiency (SE), and total sleep time (TST). The performed analysis has demonstrated that the median difference between both measurement approaches was equal to 7 and 3 minutes for a time of getting asleep and wake up time correspondingly, which allows substituting a subjective measurement with a smartwatch. The SE was determined with a median difference between the two measurement methods of 5.22%. This result also implicates a possibility of substitution. Some single recordings have indicated a higher variance between the two approaches. Therefore, the conclusion can be made that a substitution provides reliable results primarily in the case of long-term monitoring. The results of the evaluation of the TST measurement do not allow to recommend substitution of the measurement method.es
dc.formatapplication/pdfes
dc.format.extent8es
dc.language.isoenges
dc.publisherScienceDirectes
dc.relation.ispartofProcedia Computer Science, 207, 3370-3377.
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectsleep diaryes
dc.subjectsleep studyes
dc.subjectwearablees
dc.titleInitial evaluation of substituting a sleep diary by smartwatch measurementes
dc.typeinfo:eu-repo/semantics/articlees
dcterms.identifierhttps://ror.org/03yxnpp24
dc.type.versioninfo:eu-repo/semantics/publishedVersiones
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.contributor.affiliationUniversidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticoses
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S1877050922012868?via%3Dihubes
dc.identifier.doi10.1016/j.procs.2022.09.396es
dc.journaltitleProcedia Computer Sciencees
dc.publication.volumen207es
dc.publication.initialPage3370es
dc.publication.endPage3377es

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