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A study on the assessment of changes in students’ physical fitness by teaching physical education and health courses in colleges and universities based on intelligent data analysis

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Nov 29, 2024

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Li, X., Tan, W. H., Zheng, X., Dou, D., Wang, Y., & Yang, H. (2024). Effects of digital monitoring and immediate feedback on physical activity and fitness in undergraduates. Education and Information Technologies, 1-27.Search in Google Scholar

Liu, J., & Liu, M. (2020, June). Application of Information Technology in College Physical Education. In Journal of Physics: Conference Series (Vol. 1574, No. 1, p. 012094). IOP Publishing.Search in Google Scholar

Debao, H. (2021, January). Research On the Application of Big Data in Physical Fitness Test and Health Promotion of College Students. In 2021 International Conference on Information Technology and Contemporary Sports (TCS) (pp. 343-346). IEEE.Search in Google Scholar

Pan, Y., & Li, M. (2021, January). Design of College Physical Education Information Platform under the Background of Big Data. In 2021 2nd International Conference on Education, Knowledge and Information Management (ICEKIM) (pp. 579-582). IEEE.Search in Google Scholar

Fan, C. (2021). The physical health evaluation of adolescent students based on big data. Mobile Information Systems, 2021(1), 2356869.Search in Google Scholar

Cai, D., Huang, D., & Ning, P. (2021, January). Application of Big Data Analysis in the Physical Fitness Monitoring of Chinese Students. In 2021 International Conference on Information Technology and Contemporary Sports (TCS) (pp. 435-439). IEEE.Search in Google Scholar

Ma, L., Guo, Y., Jia, W., & Lang, H. (2021, January). Research on the construction and application of college students’ digital health management platform. In 2021 International Conference on Information Technology and Contemporary Sports (TCS) (pp. 624-627). IEEE.Search in Google Scholar

Li, M., & Wang, F. (2022). Analysis of College Students’ Physical Health Test Data Based on Big Data and Health Promotion Countermeasures. Advances in Multimedia, 2022(1), 6879597.Search in Google Scholar

Zhou, G. (2021, October). The Physical Health Test System of College Students Based on Intelligent Information Technology. In 2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (pp. 1719-1723).Search in Google Scholar

Zhang, H. (2021, October). The Design of Physical Analysis System for College Students Based on Data Mining Technology. In 2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (pp. 1385-1389).Search in Google Scholar

Bonilla, D. A., Sánchez-Rojas, I. A., Mendoza-Romero, D., Moreno, Y., Kočí, J., Gómez-Miranda, L. M., ... & Kreider, R. B. (2022). Profiling physical fitness of physical education majors using unsupervised machine learning. International Journal of Environmental Research and Public Health, 20(1), 146.Search in Google Scholar

Huang, C., & Xu, C. (2022). Data Mining of Students’ Physical Exercise Based on Cloud Computing. Wireless Communications and Mobile Computing, 2022(1), 7391695.Search in Google Scholar

Wang, D., & Huang, G. (2022). Analysis of the influence of outward bound training based on data analysis in college physical training. Computational intelligence and neuroscience, 2022.Search in Google Scholar

Zhang, J. (2022, July). Application of big data in comprehensive management and service of sports training system under the background of informatization. In EAI International Conference, BigIoT-EDU (pp. 131-139). Cham: Springer Nature Switzerland.Search in Google Scholar

Chen, Y. (2024). Impact of Physical Education Informatization on the Physical Fitness of College Students in Guangdong, China. Journal of Education and Educational Research, 8(3), 224-237.Search in Google Scholar

Shi, Y., & Zhao, Z. (2021). Computer-aided software development and application in physical education in colleges and universities. Computer-Aided Design & Applications, 19(6), 59-69.Search in Google Scholar

Wang, Q., & Li, H. (2022). Research and analysis of evaluation and expansion of physical education teaching system based on internet of things communication. Journal of Sensors, 2022(1), 3323866.Search in Google Scholar

Hao, Q., Choi, W. J., & Meng, J. (2023). A data mining-based analysis of cognitive intervention for college students’ sports health using Apriori algorithm. Soft Computing, 27(21), 16353-16371.Search in Google Scholar

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