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Authors: Jérémy Frey 1 ; Christian Mühl 2 ; Fabien Lotte 2 and Martin Hachet 2

Affiliations: 1 Univ. Bordeaux, CNRS and INRIA, France ; 2 INRIA, France

Keyword(s): HCI evaluation, EEG, ErrP, Workload, Attention, Emotions.

Related Ontology Subjects/Areas/Topics: Biomedical Engineering ; Biomedical Instruments and Devices ; Biosignal Acquisition, Analysis and Processing ; Brain-Computer Interfaces ; Collaboration and e-Services ; Devices ; e-Business ; Enterprise Information Systems ; Human-Computer Interaction ; Methodologies and Methods ; Observation, Modeling and Prediction of User Behavior ; Physiological Computing Systems ; Usability ; Usability and Ergonomics ; Web Information Systems and Technologies ; Web Interfaces and Applications

Abstract: Evaluating human-computer interaction is essential as a broadening population uses machines, sometimes in sensitive contexts. However, traditional evaluation methods may fail to combine real-time measures, an ``objective'' approach and data contextualization. In this review we look at how adding neuroimaging techniques can respond to such needs. We focus on electroencephalography (EEG), as it could be handled effectively during a dedicated evaluation phase. We identify workload, attention, vigilance, fatigue, error recognition, emotions, engagement, flow and immersion as being recognizable by EEG. We find that workload, attention and emotions assessments would benefit the most from EEG. Moreover, we advocate to study further error recognition through neuroimaging to enhance usability and increase user experience.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Frey, J.; Mühl, C.; Lotte, F. and Hachet, M. (2014). Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction. In Proceedings of the International Conference on Physiological Computing Systems - PhyCS, ISBN 978-989-758-006-2; ISSN 2184-321X, pages 214-223. DOI: 10.5220/0004708102140223

@conference{phycs14,
author={Jérémy Frey. and Christian Mühl. and Fabien Lotte. and Martin Hachet.},
title={Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction},
booktitle={Proceedings of the International Conference on Physiological Computing Systems - PhyCS,},
year={2014},
pages={214-223},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004708102140223},
isbn={978-989-758-006-2},
issn={2184-321X},
}

TY - CONF

JO - Proceedings of the International Conference on Physiological Computing Systems - PhyCS,
TI - Review of the Use of Electroencephalography as an Evaluation Method for Human-Computer Interaction
SN - 978-989-758-006-2
IS - 2184-321X
AU - Frey, J.
AU - Mühl, C.
AU - Lotte, F.
AU - Hachet, M.
PY - 2014
SP - 214
EP - 223
DO - 10.5220/0004708102140223

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