An Experimental Paradigm for Inducing Emotions in a Real World Driving Scenario : Evidence from Self-Report, Annotation of Speech Data and Peripheral Physiology

Affiliation
Otto-von-Guericke-Universität Magdeburg
Requardt, Alicia Flores;
Affiliation
DLR Braunschweig
Wilbrink, Marc;
GND
106961727X
Affiliation
Otto von Guericke University Magdeburg
Siegert, Ingo;
GND
134265025
Jipp, Meike;
GND
1146455941
ORCID
0000-0001-6917-8198
Affiliation
Otto von Guericke University Magdeburg
Wendemuth, Andreas; Ihme, Klas

Empathic vehicles are a promising concept to increase the safety and acceptance of automated vehicles. However, on the way towards empathic vehicles a lot of research in the area of automated emotion recognition is necessary. Successful methods to detect emotions need to be trained on realistic data that contain the target emotion and come from a setting close to the final application. At the moment, data sets fulfilling these requirements are lacking. Therefore, the goal of this work is to present an experimental paradigm that induces four different emotional states (neutral, positive, frustration and mild anxiety) in a real-world driving setting using a combination of secondary tasks and conversation-based emotional recall. An evaluation of the paradigm using self-report data, annotation of speech data and peripheral physiology indicates that the methods to induce the target emotions were successful. Based on the insights of the experiment, finally a list of recommendations for the induction of emotions in real world driving settings is given.

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Requardt, A.F., Wilbrink, M., Siegert, I., Jipp, M., Wendemuth, A., Ihme, K., 2018. An Experimental Paradigm for Inducing Emotions in a Real World Driving Scenario: Evidence from Self-Report, Annotation of Speech Data and Peripheral Physiology. Kognitive Systeme 2018. https://doi.org/10.17185/duepublico/48595
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