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Analysis of Factors Related to Adolescents' Physical Activity Behavior Based on Multichannel LSTM Model
The health problems of teenagers are closely related to their sports behavior. In order to understand the relevant factors of teenagers' sports behavior, we use a variety of research methods to make a brief theoretical analysis of the relevant factors of teenagers' sports behavior and anal...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273359/ https://www.ncbi.nlm.nih.gov/pubmed/35832255 http://dx.doi.org/10.1155/2022/1022421 |
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author | Chang, Guiling Liu, Jinfeng |
author_facet | Chang, Guiling Liu, Jinfeng |
author_sort | Chang, Guiling |
collection | PubMed |
description | The health problems of teenagers are closely related to their sports behavior. In order to understand the relevant factors of teenagers' sports behavior, we use a variety of research methods to make a brief theoretical analysis of the relevant factors of teenagers' sports behavior and analyze the impact of the model on teenagers' sports behavior from different levels. The model analyzes the factors affecting youth sports behavior, reveals the relationship between these factors, puts forward corresponding intervention strategies, and uses effective means to develop youth sports practice. Therefore, based on the analysis of the relevant factors of teenagers' sports behavior, this paper puts forward the LSTM model from many aspects, which shows that our model can be very effective in analyzing the factors affecting teenagers' sports behavior. |
format | Online Article Text |
id | pubmed-9273359 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-92733592022-07-12 Analysis of Factors Related to Adolescents' Physical Activity Behavior Based on Multichannel LSTM Model Chang, Guiling Liu, Jinfeng Comput Intell Neurosci Research Article The health problems of teenagers are closely related to their sports behavior. In order to understand the relevant factors of teenagers' sports behavior, we use a variety of research methods to make a brief theoretical analysis of the relevant factors of teenagers' sports behavior and analyze the impact of the model on teenagers' sports behavior from different levels. The model analyzes the factors affecting youth sports behavior, reveals the relationship between these factors, puts forward corresponding intervention strategies, and uses effective means to develop youth sports practice. Therefore, based on the analysis of the relevant factors of teenagers' sports behavior, this paper puts forward the LSTM model from many aspects, which shows that our model can be very effective in analyzing the factors affecting teenagers' sports behavior. Hindawi 2022-07-04 /pmc/articles/PMC9273359/ /pubmed/35832255 http://dx.doi.org/10.1155/2022/1022421 Text en Copyright © 2022 Guiling Chang and Jinfeng Liu. 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 Chang, Guiling Liu, Jinfeng Analysis of Factors Related to Adolescents' Physical Activity Behavior Based on Multichannel LSTM Model |
title | Analysis of Factors Related to Adolescents' Physical Activity Behavior Based on Multichannel LSTM Model |
title_full | Analysis of Factors Related to Adolescents' Physical Activity Behavior Based on Multichannel LSTM Model |
title_fullStr | Analysis of Factors Related to Adolescents' Physical Activity Behavior Based on Multichannel LSTM Model |
title_full_unstemmed | Analysis of Factors Related to Adolescents' Physical Activity Behavior Based on Multichannel LSTM Model |
title_short | Analysis of Factors Related to Adolescents' Physical Activity Behavior Based on Multichannel LSTM Model |
title_sort | analysis of factors related to adolescents' physical activity behavior based on multichannel lstm model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273359/ https://www.ncbi.nlm.nih.gov/pubmed/35832255 http://dx.doi.org/10.1155/2022/1022421 |
work_keys_str_mv | AT changguiling analysisoffactorsrelatedtoadolescentsphysicalactivitybehaviorbasedonmultichannellstmmodel AT liujinfeng analysisoffactorsrelatedtoadolescentsphysicalactivitybehaviorbasedonmultichannellstmmodel |