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Authors: Jorge Teixeira ; Vasco Vinhas ; Eugenio Oliveira and Luis Paulo Reis

Affiliation: Faculdade de Engenharia da Universidade do Porto, Portugal

Keyword(s): Medical Signal Acquisition, Data Analysis and Processing, Emotion Assessment, Electroencephalography, Galvanic Skin Response.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Enterprise Information Systems ; Human Factors ; Human-Computer Interaction ; Intelligent User Interfaces ; Machine Perception: Vision, Speech, Other ; Multimedia Systems ; Physiological Computing Systems ; User Needs

Abstract: While affective computing and the entertainment industry still maintain a substantial gap between themselves, biosignals are subject of digital acquisition through low budget technologic solutions at neglectable invasive levels preventing users from focusing their awareness in the equipment. The integration of electroencephalography, galvanic skin response and oximeter in a multichannel framework constitutes an effort in the path to identify emotional states via biosignals expression. In order to induce and detect specific emotions, gender specific sessions were defined based on the International Affective Picture System and performed in a controlled environment. Results granted by distinct analysis techniques showed that high frequency EEG waves are strongly related to emotions and are a solid ground to perform accurate emotion classification. They have also given strong indications that females are more sensitive to emotion induction. On the other hand, one might conclude that the attained success levels concerning relating emotions to biosignals are extremely encouraging not only to the continuation of this research topic but also to the application of these results in domains such as multimedia entertainment, advertising and medical treatments. (More)

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Paper citation in several formats:
Teixeira, J.; Vinhas, V.; Oliveira, E. and Paulo Reis, L. (2008). MULTICHANNEL EMOTION ASSESSMENT FRAMEWORK - Gender and High-Frequency Electroencephalography as Key-Factors. In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 3: ICEIS; ISBN 978-989-8111-40-1; ISSN 2184-4992, SciTePress, pages 331-334. DOI: 10.5220/0001681103310334

@conference{iceis08,
author={Jorge Teixeira. and Vasco Vinhas. and Eugenio Oliveira. and Luis {Paulo Reis}.},
title={MULTICHANNEL EMOTION ASSESSMENT FRAMEWORK - Gender and High-Frequency Electroencephalography as Key-Factors},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 3: ICEIS},
year={2008},
pages={331-334},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001681103310334},
isbn={978-989-8111-40-1},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 3: ICEIS
TI - MULTICHANNEL EMOTION ASSESSMENT FRAMEWORK - Gender and High-Frequency Electroencephalography as Key-Factors
SN - 978-989-8111-40-1
IS - 2184-4992
AU - Teixeira, J.
AU - Vinhas, V.
AU - Oliveira, E.
AU - Paulo Reis, L.
PY - 2008
SP - 331
EP - 334
DO - 10.5220/0001681103310334
PB - SciTePress