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

Lotz, Alicia Flores and Wilbrink, Marc and Siegert, Ingo and Jipp, Meike and Wendemuth, Andreas and Ihme, Klas (2018) An Experimental Paradigm for Inducing Emotions in a Real World Driving Scenario: Evidence from Self-Report, Annotation of Speech Data and Peripheral Physiology. 7. Interdisziplinären Workshop Kognitive Systeme, 21.-22. Jun. 2018, Braunschweig.

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Abstract

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 settings is given.

Item URL in elib:https://elib.dlr.de/119616/
Document Type:Conference or Workshop Item (Speech)
Title:An Experimental Paradigm for Inducing Emotions in a Real World Driving Scenario: Evidence from Self-Report, Annotation of Speech Data and Peripheral Physiology
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Lotz, Alicia FloresUniversität MagdeburgUNSPECIFIED
Wilbrink, Marcmarc.wilbrink (at) dlr.dehttps://orcid.org/0000-0002-7550-8613
Siegert, IngoUniversität MagdeburgUNSPECIFIED
Jipp, MeikeMeike.Jipp (at) dlr.deUNSPECIFIED
Wendemuth, AndreasUni MagdeburgUNSPECIFIED
Ihme, KlasKlas.Ihme (at) dlr.dehttps://orcid.org/0000-0002-7911-3512
Date:21 June 2018
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Editors:
EditorsEmail
Eyssel, FriederikeUNSPECIFIED
Kopp, StefanUNSPECIFIED
Schmid, UteUNSPECIFIED
Schulte, AxelUNSPECIFIED
Kluge, AnnetteUNSPECIFIED
Jipp, MeikeUNSPECIFIED
Söffker, DirkUNSPECIFIED
Wendemuth, AndreasUNSPECIFIED
Status:Published
Keywords:Empathic vehicles, emotion recognition, annotation of speech data, frustration, anxiety, physiology
Event Title:7. Interdisziplinären Workshop Kognitive Systeme
Event Location:Braunschweig
Event Type:Workshop
Event Dates:21.-22. Jun. 2018
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Terrestrial Vehicles (old)
DLR - Research area:Transport
DLR - Program:V BF - Bodengebundene Fahrzeuge
DLR - Research theme (Project):V - Fahrzeugintelligenz (old)
Location: Braunschweig
Institutes and Institutions:Institute of Transportation Systems > Human Factors
Deposited By: Ihme, Klas
Deposited On:22 Jun 2018 08:21
Last Modified:22 Jun 2018 08:21

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