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Authors: Mickael Ménard 1 ; Paul Richard 1 ; Hamza Hamdi 1 ; Bruno Daucé 1 and Takehiko Yamaguchi 2

Affiliations: 1 University of Angers, France ; 2 Tokyo University of Science, Japan

ISBN: 978-989-758-085-7

Keyword(s): Physiological Signal, Classification, Models, Emotions, Platform, SVM.

Related Ontology Subjects/Areas/Topics: Affective Computing ; Applications ; Computer Graphics and Visualization of Physiological Data ; Human-Computer Interaction ; Methodologies and Methods ; Physiological Computing Systems ; Processing of Multimodal Input

Abstract: Information on a customer’s emotional states concerning a product or an advertisement is a very important aspect of marketing research. Most studies aimed at identifying emotions through speech or facial expressions. However, these two vary greatly with people’s talking habits, which cause the data lacking continuous availability. Furthermore, bio-signal data is also required in order to fully assess a user’s emotional state in some cases. We focused on recognising the six basic primary emotions proposed by Ekman using biofeedback sensors, which measure heart rate and skin conductance. Participants were shown a series of 12 video-based stimuli that have been validated by a subjective rating protocol. Experiment results showed that the collected signals allow us to identify user's emotional state with a good ratio. In addition, a partial correlation between objective and subjective data has been observed.

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Paper citation in several formats:
Ménard M., Richard P., Hamdi H., Daucé B. and Yamaguchi T. (2015). Emotion Recognition based on Heart Rate and Skin Conductance.In Proceedings of the 2nd International Conference on Physiological Computing Systems - Volume 1: PhyCS, ISBN 978-989-758-085-7, pages 26-32. DOI: 10.5220/0005241100260032

@conference{phycs15,
author={Mickael Ménard and Paul Richard and Hamza Hamdi and Bruno Daucé and Takehiko Yamaguchi},
title={Emotion Recognition based on Heart Rate and Skin Conductance},
booktitle={Proceedings of the 2nd International Conference on Physiological Computing Systems - Volume 1: PhyCS,},
year={2015},
pages={26-32},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005241100260032},
isbn={978-989-758-085-7},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Physiological Computing Systems - Volume 1: PhyCS,
TI - Emotion Recognition based on Heart Rate and Skin Conductance
SN - 978-989-758-085-7
AU - Ménard M.
AU - Richard P.
AU - Hamdi H.
AU - Daucé B.
AU - Yamaguchi T.
PY - 2015
SP - 26
EP - 32
DO - 10.5220/0005241100260032

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