dc.contributor.author | Koutsombogera, Maria | |
dc.contributor.author | Vogel, Carl | |
dc.contributor.editor | Anna Esposito, Antonietta M. Esposito, Lakhmi C. Jain | en |
dc.coverage.temporal | 978-3-030-15939-9 | en |
dc.date.accessioned | 2019-10-01T14:02:48Z | |
dc.date.available | 2019-10-01T14:02:48Z | |
dc.date.issued | 2019 | |
dc.date.submitted | 2019 | en |
dc.identifier.citation | Koutsombogera M., Vogel C. Speech Pause Patterns in Collaborative Dialogs, In: Anna Esposito, Antonietta M. Esposito, Lakhmi C. Jain, Innovations in Big Data Mining and Embedded Knowledge, Cham, Springer International Publishing, 2019, 99 - 115, | en |
dc.identifier.issn | 978-3-030-15938-2 | |
dc.identifier.other | Y | |
dc.identifier.uri | https://link.springer.com/chapter/10.1007/978-3-030-15939-9_6#citeas | |
dc.identifier.uri | http://hdl.handle.net/2262/89594 | |
dc.description.abstract | This chapter discusses the multimodal analysis of human behavioral data from the big data perspective. Though multimodal big data bring tremendous opportunities for related applications, we present current challenges in the domain of multimodal and behavioral analytics. We argue that in the case of analysing human behavior in interaction, we need to shift to the analysis of samples, smaller datasets, before scaling up to large data collections. We describe a dataset developed to study group collaborative interaction from measurable behavioral variables. As a case study, we investigate speech pauses and their patterns in the data, as well as their relationship to the topics of the dialog and the turn-taking mechanism, and we discuss their role in understanding the structure of collaborative interactions as well as in interpreting the behavior of the dialog participants. | en |
dc.format.extent | 99 | en |
dc.format.extent | 115 | en |
dc.language.iso | en | en |
dc.publisher | Springer International Publishing | en |
dc.rights | Y | en |
dc.subject | Behavioural analytics | en |
dc.subject | Human behavioural data | en |
dc.subject | Communication | en |
dc.subject | Collaborative interactions | en |
dc.title | Speech Pause Patterns in Collaborative Dialogs | en |
dc.title.alternative | Innovations in Big Data Mining and Embedded Knowledge | en |
dc.type | Book Chapter | en |
dc.type.supercollection | scholarly_publications | en |
dc.type.supercollection | refereed_publications | en |
dc.identifier.peoplefinderurl | http://people.tcd.ie/koutsomm | |
dc.identifier.peoplefinderurl | http://people.tcd.ie/vogel | |
dc.identifier.rssinternalid | 205419 | |
dc.identifier.doi | http://doi.org/10.1007/978-3-030-15939-9_6 | |
dc.relation.ecprojectid | info:eu-repo/grantAgreement/EC/FP7/701621 | |
dc.rights.ecaccessrights | openAccess | |
dc.relation.source | MULTISIMO Corpus | en |
dc.subject.TCDTag | Data Analysis | en |
dc.identifier.rssuri | https://doi.org/10.1007/978-3-030-15939-9_6 | |
dc.relation.sourceuri | http://multisimo.eu/datasets.html | en |
dc.subject.darat_thematic | Communication | en |
dc.subject.darat_thematic | Gender | en |
dc.status.accessible | N | en |
dc.rights.EmbargoedAccess | Y | |
dc.contributor.sponsor | European Union (EU) | en |
dc.contributor.sponsorGrantNumber | 701621 | en |