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Authors: Adrien Verhulst 1 ; Takehiko Yamaguchi 2 and Paul Richard 1

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

Keyword(s): Dynamic Difficulty Adaptation, Physiological Signal, Emotion Recognition, Theragame, Cerebral Palsy.

Related Ontology Subjects/Areas/Topics: Affective Computing ; Applications ; Human-Computer Interaction ; Methodologies and Methods ; Observation, Modeling and Prediction of User Behavior ; Pattern Recognition ; Physiological Computing Systems ; Physiology-Driven Computer Interaction ; Software Engineering

Abstract: The purpose of this research is to provide a physiological-based Dynamic Difficulty Adaptation (DDA) for rehabilitation of children with Cerebral Palsy (CP). In this paper, we present all the steps of the DDA development by going through (1) the acquisition of physiological signals, (2) the extraction of the physiological signals’ features, (3) the training of a learning classifier of physiological signals' features, and (4) the implementation of the DDA in a game-based rehabilitation system. As a result, we successfully implement a physiological-based DDA based on the user affective state (anxiety and boredom).

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Paper citation in several formats:
Verhulst, A.; Yamaguchi, T. and Richard, P. (2015). Physiological-based Dynamic Difficulty Adaptation in a Theragame for Children with Cerebral Palsy. In Proceedings of the 2nd International Conference on Physiological Computing Systems - PhyCS; ISBN 978-989-758-085-7; ISSN 2184-321X, SciTePress, pages 164-171. DOI: 10.5220/0005271501640171

@conference{phycs15,
author={Adrien Verhulst. and Takehiko Yamaguchi. and Paul Richard.},
title={Physiological-based Dynamic Difficulty Adaptation in a Theragame for Children with Cerebral Palsy},
booktitle={Proceedings of the 2nd International Conference on Physiological Computing Systems - PhyCS},
year={2015},
pages={164-171},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005271501640171},
isbn={978-989-758-085-7},
issn={2184-321X},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Physiological Computing Systems - PhyCS
TI - Physiological-based Dynamic Difficulty Adaptation in a Theragame for Children with Cerebral Palsy
SN - 978-989-758-085-7
IS - 2184-321X
AU - Verhulst, A.
AU - Yamaguchi, T.
AU - Richard, P.
PY - 2015
SP - 164
EP - 171
DO - 10.5220/0005271501640171
PB - SciTePress

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