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Internet of Things (IoT)-Enhanced Applied Behavior Analysis (ABA) for Special Education Needs

Applied behavior analysis (ABA) has become a popular behavioral therapy in the special education needs (SEN) community. ABA is used to manage SEN students’ behaviors by solving problems in socially important settings, and puts emphasis on having precise measurements on physical and observable events...

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Detalles Bibliográficos
Autores principales: Wong, Chun Man Victor, Chan, Rosanna Yuen-Yan, Yum, Yen Na, Wang, Kangzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513056/
https://www.ncbi.nlm.nih.gov/pubmed/34641011
http://dx.doi.org/10.3390/s21196693
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author Wong, Chun Man Victor
Chan, Rosanna Yuen-Yan
Yum, Yen Na
Wang, Kangzhong
author_facet Wong, Chun Man Victor
Chan, Rosanna Yuen-Yan
Yum, Yen Na
Wang, Kangzhong
author_sort Wong, Chun Man Victor
collection PubMed
description Applied behavior analysis (ABA) has become a popular behavioral therapy in the special education needs (SEN) community. ABA is used to manage SEN students’ behaviors by solving problems in socially important settings, and puts emphasis on having precise measurements on physical and observable events. In this work, we present how Internet of Things (IoT) technologies can be applied to enhance ABA therapy in normal SEN classroom settings. We measured (1) learning performance data, (2) learners’ physiological data, and (3) learning environment sensors’ data. Upon preliminary analysis, we have found that learners’ physiological data is highly diverse, while learner performance seems to be related to learners’ electrodermal activity. Our preliminary findings suggest the possibility of enhancing ABA for SEN with IoT technologies.
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spelling pubmed-85130562021-10-14 Internet of Things (IoT)-Enhanced Applied Behavior Analysis (ABA) for Special Education Needs Wong, Chun Man Victor Chan, Rosanna Yuen-Yan Yum, Yen Na Wang, Kangzhong Sensors (Basel) Article Applied behavior analysis (ABA) has become a popular behavioral therapy in the special education needs (SEN) community. ABA is used to manage SEN students’ behaviors by solving problems in socially important settings, and puts emphasis on having precise measurements on physical and observable events. In this work, we present how Internet of Things (IoT) technologies can be applied to enhance ABA therapy in normal SEN classroom settings. We measured (1) learning performance data, (2) learners’ physiological data, and (3) learning environment sensors’ data. Upon preliminary analysis, we have found that learners’ physiological data is highly diverse, while learner performance seems to be related to learners’ electrodermal activity. Our preliminary findings suggest the possibility of enhancing ABA for SEN with IoT technologies. MDPI 2021-10-08 /pmc/articles/PMC8513056/ /pubmed/34641011 http://dx.doi.org/10.3390/s21196693 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wong, Chun Man Victor
Chan, Rosanna Yuen-Yan
Yum, Yen Na
Wang, Kangzhong
Internet of Things (IoT)-Enhanced Applied Behavior Analysis (ABA) for Special Education Needs
title Internet of Things (IoT)-Enhanced Applied Behavior Analysis (ABA) for Special Education Needs
title_full Internet of Things (IoT)-Enhanced Applied Behavior Analysis (ABA) for Special Education Needs
title_fullStr Internet of Things (IoT)-Enhanced Applied Behavior Analysis (ABA) for Special Education Needs
title_full_unstemmed Internet of Things (IoT)-Enhanced Applied Behavior Analysis (ABA) for Special Education Needs
title_short Internet of Things (IoT)-Enhanced Applied Behavior Analysis (ABA) for Special Education Needs
title_sort internet of things (iot)-enhanced applied behavior analysis (aba) for special education needs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8513056/
https://www.ncbi.nlm.nih.gov/pubmed/34641011
http://dx.doi.org/10.3390/s21196693
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