Analysis of the mechanism of physical activity enhancing well-being among college students using artificial neural network

Analysis of the mechanism of physical activity enhancing well-being among college students using artificial neural network

Abstract This study explores the impact mechanism of college students’ sports behavior on their well-being by constructing an Artificial Neural Network (ANN) model. The study employs an ANN architecture that combines a Long Short-Term Memory (LSTM) network and a Convolutional Neural Network (CNN). A...

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Bibliographic Details
Main Authors: Yuxin Cong, Roxana Dev Omar Dev, Shamsulariffin Bin Samsudin, Kaihao Yu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Artificial neural network
Psychological resilience
SHAP value analysis
Sports behavior
Well-being
Online Access:https://doi.org/10.1038/s41598-025-11269-3
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https://doi.org/10.1038/s41598-025-11269-3

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