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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8513056 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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