In:
Journal on Multimodal User Interfaces, Springer Science and Business Media LLC, Vol. 18, No. 1 ( 2024-03), p. 103-117
Kurzfassung:
Transactive memory system (TMS) is a team emergent state representing the knowledge of each member about “who knows what” in a team performing a joint task. We present a study to show how the three TMS dimensions Credibility, Specialisation, Coordination, can be modelled as a linear combination of the nonverbal multimodal features displayed by the team performing the joint task. Results indicate that, to some extent, the three dimensions of TMS can be expressed as a linear combination of nonverbal multimodal features. Moreover, the higher the number of modalities (audio, movement, spatial), the better the modelling. Results could be used in future work to design human-centered computing applications able to automatically estimate TMS from teams’ behavioural patterns, to provide feedback and help teams’ interactions.
Materialart:
Online-Ressource
ISSN:
1783-7677
,
1783-8738
DOI:
10.1007/s12193-023-00426-5
Sprache:
Englisch
Verlag:
Springer Science and Business Media LLC
Publikationsdatum:
2024
ZDB Id:
2424563-X
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