GOMEZ, David; CASTANIER, Carole; CHANG, Bingbing; VAL, Michaël; COTTIN, François; LE SCANFF, Christine; MARTIN, Jean-Claude

doi:10.1109/ACII.2017.8273624

ESTIA INSTITUTE OF TECHNOLOGY

CASTANIER, Carole

CHANG, Bingbing

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Communication dans un congrès

Este ítem está publicado en

7th International Conference on Affective Computing and Intelligent Interaction (ACII2017), 2017-10-23, San Antonio, Texas.

IEEE

Resumen en inglés

The aim of the present study is to identify relevant nonverbal features allowing the discrimination of different stressful behaviors, with the consideration of personality factors. In order to achieve this aim, we propose a new method for psychological stress induction involving four different stressful tasks. The proposed protocol was tested with 45 PhD students and the analysis of heart rate variability suggests that stress was indeed elicited. PhD students were selected as participants because they often experience stress. Multimodal data was collected and analyzed in order to identify nonverbal behavioral features related to the different stressful tasks. The psychological profile of participants was taken into account to understand how different stressful behaviors are correlated with personality factors. Results suggest that relevant nonverbal behaviors can discriminate between stressful tasks. In addition, relevant behaviors involving movement variability appear to be correlated with personality factors and stressful tasks.< Leer menos

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https://oskar-bordeaux.fr/handle/20.500.12278/186129

DOI

http://dx.doi.org/10.1109/ACII.2017.8273624

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ESTIA - Recherche

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Toward Automatic Detection of Acute Stress: Relevant Nonverbal Behaviors and Impact of Personality Traits

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Resumen en inglés

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DOI

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