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The construction of national fitness online platform system under mobile internet technology

Author

Listed:
  • Xiaojun Liang

    (Zhaoqing Medical College
    University of Perpetual Help System DALTA)

  • Xin Kuang

    (Guang Dong AIB Polytechnic)

  • Yi Xu

    (Guangdong Eco-Engineering Polytechnic)

  • Haibin Xiao

    (Wonkwang University)

Abstract

With the rapid development of the mobile Internet, people's demand for information is increasing, and the traditional fitness model is unable to meet the development needs of society. In this study, mobile Internet technology is used to build a new type of green intelligent fitness system. The system can collect users’ fitness data and upload the data to the cloud server. And users can obtain their exercise data and their ranks at any time through mobile APP to realize data sharing. At the same time, WebSocket technology is used to realize real-time updates of data, and a collaborative filtering recommendation algorithm is used to analyze users’ rating data and recommend intelligent fitness equipment for users. It is found that the system constructed in this study uses the computing power of multiple nodes in the cluster to analyze the fitness data on the cluster rapidly. Based on the collaborative filtering algorithm, the analysis of users is realized, and the recommendation accuracy is up to 89%. This study first puts forward the combination of mobile Internet and traditional fitness industry, which provides a reliable way to promote the development of national fitness.

Suggested Citation

  • Xiaojun Liang & Xin Kuang & Yi Xu & Haibin Xiao, 2023. "The construction of national fitness online platform system under mobile internet technology," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 14(1), pages 98-109, February.
    • Handle: RePEc:spr:ijsaem:v:14:y:2023:i:1:d:10.1007_s13198-021-01198-5
    DOI: 10.1007/s13198-021-01198-5
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    References listed on IDEAS

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    1. Johnson, Blair T. & Acabchuk, Rebecca L., 2018. "What are the keys to a longer, happier life? Answers from five decades of health psychology research," Social Science & Medicine, Elsevier, vol. 196(C), pages 218-226.
    2. repec:aph:ajpbhl:10.2105/ajph.2017.303995_1 is not listed on IDEAS
    3. Grundy, Q. & Held, F. & Bero, L., 2017. "A social network analysis of the financial links backing health and fitness apps," American Journal of Public Health, American Public Health Association, vol. 107(11), pages 1783-1788.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

    1. Zhang Yangzi & Kenny S. L. Cheah & Mohd Shahril Nizam Bin Shaharom, 2023. "Enhancing Self-Leadership in Online Fitness Education and Training: Exploring Strategies and Addressing Challenges Among Social Media Influencers in Henan Province, China," SAGE Open, , vol. 13(4), pages 21582440231, December.

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