This paper investigates how unitizing affects external observers' annotation of group cohesion. We compared unitizing techniques belonging to these categories: interval coding, continuous coding, and a technique inspired by a cognitive theory on event perception. We applied such techniques for sampling coding units from a set of recordings of social interactions rich in behaviors related to cohesion. Then, we compared the cohesion scores the observers assigned to each coding unit. Results show that the three techniques can lead to suitable ratings and that the technique inspired to cognitive theories leads to scores reflecting variability in cohesion better than the other ones.

This paper investigates how unitizing affects external observers' annotation of group cohesion. We compared unitizing techniques belonging to these categories: interval coding, continuous coding, and a technique inspired by a cognitive theory on event perception. We applied such techniques for sampling coding units from a set of recordings of social interactions rich in behaviors related to cohesion. Then, we compared the cohesion scores the observers assigned to each coding unit. Results show that the three techniques can lead to suitable ratings and that the technique inspired to cognitive theories leads to scores reflecting variability in cohesion better than the other ones.

How unitizing affects annotation of cohesion / Ceccaldi, Eleonora; Lehmann-Willenbrock, Nale; Volta, Erica; Chetouani, Mohamed; Volpe, Gualtiero; Varni, Giovanna. - (2019), pp. 248-254. ( 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019 Cambridge, UK 03-06 Settembre 2019) [10.1109/ACII.2019.8925527].

How unitizing affects annotation of cohesion

Ceccaldi, Eleonora;Varni, Giovanna
2019-01-01

Abstract

This paper investigates how unitizing affects external observers' annotation of group cohesion. We compared unitizing techniques belonging to these categories: interval coding, continuous coding, and a technique inspired by a cognitive theory on event perception. We applied such techniques for sampling coding units from a set of recordings of social interactions rich in behaviors related to cohesion. Then, we compared the cohesion scores the observers assigned to each coding unit. Results show that the three techniques can lead to suitable ratings and that the technique inspired to cognitive theories leads to scores reflecting variability in cohesion better than the other ones.
2019
2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII)
New York, NY, United States
Institute of Electrical and Electronics Engineers Inc.
978-1-7281-3888-6
Ceccaldi, Eleonora; Lehmann-Willenbrock, Nale; Volta, Erica; Chetouani, Mohamed; Volpe, Gualtiero; Varni, Giovanna
How unitizing affects annotation of cohesion / Ceccaldi, Eleonora; Lehmann-Willenbrock, Nale; Volta, Erica; Chetouani, Mohamed; Volpe, Gualtiero; Varni, Giovanna. - (2019), pp. 248-254. ( 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019 Cambridge, UK 03-06 Settembre 2019) [10.1109/ACII.2019.8925527].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/372989
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