Understanding Emotions in Children with Developmental Disabilities during Robot Therapy Using EDA.

EDA HRI children with autism emotions robot therapy social robot

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
07 Jul 2022
Historique:
received: 23 05 2022
revised: 19 06 2022
accepted: 04 07 2022
entrez: 27 7 2022
pubmed: 28 7 2022
medline: 29 7 2022
Statut: epublish

Résumé

Recent technological advancements have led to the emergence of supportive robotics to help children with developmental disabilities become independent. In conventional research, in robot therapy, experiments are often conducted by operating the robot out of the subject's sight. In this paper, robot therapy using a system that can autonomously recognize the emotions of a child with developmental disabilities and provide feedback was developed. The aim was to quantitatively infer emotional changes in children using skin conductance (EDA) during robot therapy. It was demonstrated that the robot could recognize emotions autonomously and provide feedback to the subjects. Additionally, a quantitative evaluation was conducted using EDA. By analyzing the symptoms related to developmental disorders, it may be possible to improve the recognition rate and tailor therapy based on symptoms.

Identifiants

pubmed: 35890792
pii: s22145116
doi: 10.3390/s22145116
pmc: PMC9315678
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : Grant-in-Aid for Early-Career Scientists
ID : 20K19327

Références

Psychophysiology. 2008 Jul;45(4):602-7
pubmed: 18282202
PLoS One. 2013;8(3):e59448
pubmed: 23533625
Sci Robot. 2018 Jun 27;3(19):
pubmed: 33141688
Sensors (Basel). 2022 Jan 26;22(3):
pubmed: 35161697
Int J Soc Robot. 2021;13(3):491-508
pubmed: 34721730
Front Robot AI. 2022 Feb 07;9:813843
pubmed: 35198604
J Abnorm Child Psychol. 2004 Oct;32(5):469-80
pubmed: 15500027
Prog Brain Res. 2007;164:385-400
pubmed: 17920443
Cognition. 1985 Oct;21(1):37-46
pubmed: 2934210

Auteurs

Taisuke Nagae (T)

Department of Robotic Science and Technology, Chubu University, Kasugai 487-8501, Japan.

Jaeryoung Lee (J)

Department of Robotic Science and Technology, Chubu University, Kasugai 487-8501, Japan.

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Classifications MeSH