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dc.contributor.authorAgrawal, Yudhik
dc.contributor.authorCarlson, Emily
dc.contributor.authorToiviainen, Petri
dc.contributor.authorAlluri, Vinoo
dc.date.accessioned2022-02-24T11:05:11Z
dc.date.available2022-02-24T11:05:11Z
dc.date.issued2022
dc.identifier.citationAgrawal, Y., Carlson, E., Toiviainen, P., & Alluri, V. (2022). Decoding Individual differences and musical preference via music-induced movement. <i>Scientific Reports</i>, <i>12</i>, Article 2672. <a href="https://doi.org/10.1038/s41598-022-06466-3" target="_blank">https://doi.org/10.1038/s41598-022-06466-3</a>
dc.identifier.otherCONVID_104352079
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/79947
dc.description.abstractMovement is a universal response to music, with dance often taking place in social settings. Although previous work has suggested that socially relevant information, such as personality and gender, are encoded in dance movement, the generalizability of previous work is limited. The current study aims to decode dancers’ gender, personality traits, and music preference from music-induced movements. We propose a method that predicts such individual difference from free dance movements, and demonstrate the robustness of the proposed method by using two data sets collected using different musical stimuli. In addition, we introduce a novel measure to explore the relative importance of different joints in predicting individual differences. Results demonstrated near perfect classification of gender, and notably high prediction of personality and music preferences. Furthermore, learned models demonstrated generalizability across datasets highlighting the importance of certain joints in intrinsic movement patterns specific to individual differences. Results further support theories of embodied music cognition and the role of bodily movement in musical experiences by demonstrating the influence of gender, personality, and music preferences on embodied responses to heard music.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherNature Publishing Group
dc.relation.ispartofseriesScientific Reports
dc.rightsCC BY 4.0
dc.titleDecoding Individual differences and musical preference via music-induced movement
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202202241679
dc.contributor.laitosMusiikin, taiteen ja kulttuurin tutkimuksen laitosfi
dc.contributor.laitosDepartment of Music, Art and Culture Studiesen
dc.contributor.oppiaineMusiikkitiedefi
dc.contributor.oppiaineMusicologyen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.description.reviewstatuspeerReviewed
dc.relation.issn2045-2322
dc.relation.volume12
dc.type.versionpublishedVersion
dc.rights.copyright© The Author(s) 2022
dc.rights.accesslevelopenAccessfi
dc.relation.grantnumber346210
dc.relation.grantnumber332331
dc.subject.ysomusiikkipsykologia
dc.subject.ysopersoonallisuus
dc.subject.ysoruumiillisuus
dc.subject.ysokoneoppiminen
dc.subject.ysoyksilöllisyys
dc.subject.ysopersoonallisuuden piirteet
dc.subject.ysoliikeanalyysi
dc.subject.ysotanssi
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p13805
jyx.subject.urihttp://www.yso.fi/onto/yso/p7075
jyx.subject.urihttp://www.yso.fi/onto/yso/p4006
jyx.subject.urihttp://www.yso.fi/onto/yso/p21846
jyx.subject.urihttp://www.yso.fi/onto/yso/p7320
jyx.subject.urihttp://www.yso.fi/onto/yso/p291
jyx.subject.urihttp://www.yso.fi/onto/yso/p24952
jyx.subject.urihttp://www.yso.fi/onto/yso/p1278
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/
dc.relation.doi10.1038/s41598-022-06466-3
dc.relation.funderSuomen Akatemiafi
dc.relation.funderSuomen Akatemiafi
dc.relation.funderAcademy of Finlanden
dc.relation.funderAcademy of Finlanden
jyx.fundingprogramHuippuyksikkörahoitus, SAfi
jyx.fundingprogramAkatemiahanke, SAfi
jyx.fundingprogramCentre of Excellence, AoFen
jyx.fundingprogramAcademy Project, AoFen
jyx.fundinginformationThis work was supported by funding from the Academy of Finland, project numbers 332331 and 346210.


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