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dc.contributor.authorSharma, Kshitij
dc.contributor.authorPapavlasopoulou, Sofia
dc.contributor.authorGiannakos, Michail
dc.date.accessioned2020-03-24T10:02:45Z
dc.date.available2020-03-24T10:02:45Z
dc.date.created2019-12-31T17:30:15Z
dc.date.issued2019
dc.identifier.isbn978-1-4503-6690-8
dc.identifier.urihttps://hdl.handle.net/11250/2648297
dc.description.abstractThis paper employs facial features to recognize emotions during a coding activity with 50 children. Extracting group-level emotional states via facial features, allows us to understand how emotions of a group affect collaboration. To do so, we captured joint emotional state using videos and collaborative experience using questionnaires, from collaborative coding sessions. We define groups' emotional state using a method inspired from dynamic systems, utilizing a measure called cross-recurrence. We also define a collaborative emotional profile using the different measurements from facial features of children. The results show that the emotional cross recurrence (coming from the videos) is positively related with the collaborative experience (coming from the surveys). We also show that the groups with better experience than the others showcase more positive and a consistent set of emotions during the coding activity. The results inform the design of an emotion-aware collaborative support system.en_US
dc.language.isoengen_US
dc.publisherAssociation for Computing Machinery (ACM)en_US
dc.relation.ispartofIDC '19: Proceedings of the 18th ACM International Conference on Interaction Design and Children
dc.titleJoint Emotional State of Children and Perceived Collaborative Experience in Coding Activitiesen_US
dc.typeChapteren_US
dc.description.versionacceptedVersionen_US
dc.source.pagenumber133-145en_US
dc.identifier.doi10.1145/3311927.3323145
dc.identifier.cristin1764592
dc.relation.projectEC/H2020/787476en_US
dc.relation.projectNorges forskningsråd: 255129en_US
dc.relation.projectNorges forskningsråd: 290994en_US
dc.description.localcode© ACM, 2019. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published here, http://dx.doi.org/10.1145/3311927.3323145en_US
cristin.unitcode194,63,10,0
cristin.unitnameInstitutt for datateknologi og informatikk
cristin.ispublishedtrue
cristin.fulltextpostprint
cristin.qualitycode1


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