Exploring linguistic indicators of social collaborative group engagement

dc.contributor.authorJeitziner, Loris Tizian
dc.contributor.authorPaneth, Lisa
dc.contributor.authorRack, Oliver
dc.contributor.authorZahn, Carmen
dc.contributor.authorWulff, Dirk U.
dc.contributor.editorDamşa, Crina
dc.contributor.editorBorge, Marcela
dc.contributor.editorKoh, Elizabeth
dc.contributor.editorWorsley, Marcelo
dc.date.accessioned2023-12-08T10:07:16Z
dc.date.available2023-12-08T10:07:16Z
dc.date.issued2023
dc.description.abstractThis study takes a NLP approach to measuring social engagement in CSCL-learning groups. Specifically, we develop linguistic markers to capture aspects of social engagement, namely sentiment, responsiveness and uniformity of participation and compare them to human ratings of social engagement. We observed small to moderate links between NLP-markers and human ratings that varied in size and direction across the different groups. We discuss measurement and prediction of social collaborative group engagement using natural language processing.
dc.event16th International Conference on Computer-Supported Collaborative Learning (CSCL)
dc.event.end2023-06-15
dc.event.start2023-06-10
dc.identifier.doi10.22318/cscl2023.813595
dc.identifier.issn1573-4552
dc.identifier.urihttps://irf.fhnw.ch/handle/11654/38798
dc.identifier.urihttps://doi.org/10.26041/fhnw-5903
dc.language.isoen
dc.publisherInternational Society of the Learning Sciences
dc.relationNext generation learning: Investigating and enhancing collaborative group engagement quality to support learning groups [by social robots], 2020-06-01
dc.relation.ispartofProceedings of the 16th International Conference on Computer-Supported Collaborative Learning - CSCL 2023
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/
dc.spatialMontreal
dc.subjectNatural Language Processing
dc.subjectQuality of Collaborative Group Engagement
dc.subjectComputer-supported Collaborative Learning
dc.subject.ddc400 - Sprache, Linguistik
dc.subject.ddc004 - Computer Wissenschaften, Internet
dc.subject.ddc150 - Psychologie
dc.titleExploring linguistic indicators of social collaborative group engagement
dc.type04B - Beitrag Konferenzschrift
dspace.entity.typePublication
fhnw.InventedHereYes
fhnw.ReviewTypeAnonymous ex ante peer review of a complete publication
fhnw.affiliation.hochschuleHochschule für Angewandte Psychologie FHNWde_CH
fhnw.affiliation.institutInstitut für Kooperationsforschung und -entwicklungde_CH
fhnw.openAccessCategoryGreen
fhnw.publicationStatePublished
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relation.isAuthorOfPublicationd1dc8150-54f8-4d62-a545-88d9f15606d8
relation.isAuthorOfPublicationd5c2dec8-fe2a-48bb-b888-e064c0f0647a
relation.isAuthorOfPublicationc3e37a34-6354-452a-b030-d5cffefda17d
relation.isAuthorOfPublication.latestForDiscovery7e715c5e-367f-4397-b008-71f34d4b60cc
relation.isProjectOfPublication152c0893-2be1-4ed6-b831-e2d9611453cb
relation.isProjectOfPublication.latestForDiscovery152c0893-2be1-4ed6-b831-e2d9611453cb
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