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dc.contributor.authorVehkaoja, Antti
dc.contributor.authorSomppi, Sanni
dc.contributor.authorTörnqvist, Heini
dc.contributor.authorValldeoriola Cardó, Anna
dc.contributor.authorKumpulainen, Pekka
dc.contributor.authorVäätäjä, Heli
dc.contributor.authorMajaranta, Päivi
dc.contributor.authorSurakka, Veikko
dc.contributor.authorKujala, Miiamaaria V.
dc.contributor.authorVainio, Outi
dc.date.accessioned2022-02-10T05:51:10Z
dc.date.available2022-02-10T05:51:10Z
dc.date.issued2022
dc.identifier.citationVehkaoja, A., Somppi, S., Törnqvist, H., Valldeoriola Cardó, A., Kumpulainen, P., Väätäjä, H., Majaranta, P., Surakka, V., Kujala, M. V., & Vainio, O. (2022). Description of movement sensor dataset for dog behavior classification. <i>Data in Brief</i>, <i>40</i>, Article 107822. <a href="https://doi.org/10.1016/j.dib.2022.107822" target="_blank">https://doi.org/10.1016/j.dib.2022.107822</a>
dc.identifier.otherCONVID_104196544
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/79731
dc.description.abstractMovement sensor data from seven static and dynamic dog behaviors (sitting, standing, lying down, trotting, walking, playing, and (treat) searching i.e. sniffing) was collected from 45 middle to large sized dogs with six degree-of-freedom movement sensors attached to the collar and the harness. With 17 dogs the collection procedure was repeated. The duration of each of the seven behaviors was approximately three minutes. The order of the tasks was varied between the dogs and the two repetitions (for the 17 dogs). The behaviors were annotated post-hoc based on the video recordings made with two camcorders during the tests with one second resolution. The annotations were accurately synchronized with the raw movement sensors data. The annotated data was originally used for training behavior classification machine learning algorithms for classifying the seven behaviors. The developed signal processing and classification algorithms are provided together with the raw measurement data and reference annotations. The description and results of the original investigation that the dataset relates to are found in: P. Kumpulainen, A. Valldeoriola Cardó, S. Somppi, H. Törnqvist, H. Väätäjä, P. Majaranta, Y. Gizatdinova, C. Hoog Antink, V. Surakka, M. V. Kujala, O. Vainio, A. Vehkaoja, Dog behavior classification with movement sensors placed on the harness and the collar, Applied Animal behavior Science, 241 (2021), 105,393.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherElsevier
dc.relation.ispartofseriesData in Brief
dc.rightsCC BY 4.0
dc.subject.otherdog activity classification
dc.subject.otherbehavior classification
dc.subject.othermovement sensor
dc.subject.otheraccelerometer
dc.subject.othergyroscope
dc.subject.othermachine learning
dc.titleDescription of movement sensor dataset for dog behavior classification
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202202101481
dc.contributor.laitosPsykologian laitosfi
dc.contributor.laitosDepartment of Psychologyen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.relation.issn2352-3409
dc.relation.volume40
dc.type.versionpublishedVersion
dc.rights.copyright© 2022 The Author(s). Published by Elsevier Inc.
dc.rights.accesslevelopenAccessfi
dc.subject.ysoliikkeenkaappaus
dc.subject.ysokoneoppiminen
dc.subject.ysomittauslaitteet
dc.subject.ysoluokitus (toiminta)
dc.subject.ysoeläinten käyttäytyminen
dc.subject.ysokoira
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p27199
jyx.subject.urihttp://www.yso.fi/onto/yso/p21846
jyx.subject.urihttp://www.yso.fi/onto/yso/p3583
jyx.subject.urihttp://www.yso.fi/onto/yso/p12668
jyx.subject.urihttp://www.yso.fi/onto/yso/p18481
jyx.subject.urihttp://www.yso.fi/onto/yso/p5319
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/
dc.relation.datasethttps://doi.org/10.17632/vxhx934tbn.2
dc.relation.doi10.1016/j.dib.2022.107822
jyx.fundinginformationThis research was funded by Business Finland, a Finnish funding agency for innovation, grant numbers 1665/31/2016, 1894/31/2016, 7244/31/2016 in the context of “Buddy and the Smiths 2.0” project.
dc.type.okmA1


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