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Realization of Intelligent Scoring System of Taekwondo Protective Gear under the Application of Neural Network BP Model

This article presents the novel design of the technology acceptance model to create a predictive model of whether or not people will accept Taekwondo safety gear. A survey containing 28 items was completed by 200 collegiate Taekwondo practitioners associated with the Taekwondo Association. A signifi...

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Detalles Bibliográficos
Autores principales: Xie, Xiaoqing, Tan, Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9259272/
https://www.ncbi.nlm.nih.gov/pubmed/35814568
http://dx.doi.org/10.1155/2022/5902983
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author Xie, Xiaoqing
Tan, Fei
author_facet Xie, Xiaoqing
Tan, Fei
author_sort Xie, Xiaoqing
collection PubMed
description This article presents the novel design of the technology acceptance model to create a predictive model of whether or not people will accept Taekwondo safety gear. A survey containing 28 items was completed by 200 collegiate Taekwondo practitioners associated with the Taekwondo Association. A significance level of 0.05 was employed for the correlation and structural equation modeling analyses. The perceived usefulness of the proposed system is practical compared to the existing system, which is significantly influenced by perceived quality. Perceived ease of use and perceived usefulness were also unaffected by visual beauty. Wearability had a substantial impact on perceived ease of use but significantly negatively impacted perceived usefulness. Perceived ease of use and perceived usefulness were not affected by the functionality of the proposed system. Perceived usefulness is significantly influenced by perceived ease of use, and the acceptance intention is affected by perceived usefulness which also affects the system's performance. These findings imply that increasing the device's perceived quality and wearability will increase its acceptance. This research shows an adequate verification model to validate the desired range of signals to accept Taekwondo electronic protective devices.
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spelling pubmed-92592722022-07-07 Realization of Intelligent Scoring System of Taekwondo Protective Gear under the Application of Neural Network BP Model Xie, Xiaoqing Tan, Fei Comput Intell Neurosci Research Article This article presents the novel design of the technology acceptance model to create a predictive model of whether or not people will accept Taekwondo safety gear. A survey containing 28 items was completed by 200 collegiate Taekwondo practitioners associated with the Taekwondo Association. A significance level of 0.05 was employed for the correlation and structural equation modeling analyses. The perceived usefulness of the proposed system is practical compared to the existing system, which is significantly influenced by perceived quality. Perceived ease of use and perceived usefulness were also unaffected by visual beauty. Wearability had a substantial impact on perceived ease of use but significantly negatively impacted perceived usefulness. Perceived ease of use and perceived usefulness were not affected by the functionality of the proposed system. Perceived usefulness is significantly influenced by perceived ease of use, and the acceptance intention is affected by perceived usefulness which also affects the system's performance. These findings imply that increasing the device's perceived quality and wearability will increase its acceptance. This research shows an adequate verification model to validate the desired range of signals to accept Taekwondo electronic protective devices. Hindawi 2022-06-29 /pmc/articles/PMC9259272/ /pubmed/35814568 http://dx.doi.org/10.1155/2022/5902983 Text en Copyright © 2022 Xiaoqing Xie and Fei Tan. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Xie, Xiaoqing
Tan, Fei
Realization of Intelligent Scoring System of Taekwondo Protective Gear under the Application of Neural Network BP Model
title Realization of Intelligent Scoring System of Taekwondo Protective Gear under the Application of Neural Network BP Model
title_full Realization of Intelligent Scoring System of Taekwondo Protective Gear under the Application of Neural Network BP Model
title_fullStr Realization of Intelligent Scoring System of Taekwondo Protective Gear under the Application of Neural Network BP Model
title_full_unstemmed Realization of Intelligent Scoring System of Taekwondo Protective Gear under the Application of Neural Network BP Model
title_short Realization of Intelligent Scoring System of Taekwondo Protective Gear under the Application of Neural Network BP Model
title_sort realization of intelligent scoring system of taekwondo protective gear under the application of neural network bp model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9259272/
https://www.ncbi.nlm.nih.gov/pubmed/35814568
http://dx.doi.org/10.1155/2022/5902983
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