{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T21:58:02Z","timestamp":1771019882769,"version":"3.50.1"},"reference-count":27,"publisher":"Wiley","license":[{"start":{"date-parts":[[2021,6,15]],"date-time":"2021-06-15T00:00:00Z","timestamp":1623715200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["2019XYSTY01"],"award-info":[{"award-number":["2019XYSTY01"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Scientific Programming"],"published-print":{"date-parts":[[2021,6,15]]},"abstract":"<jats:p>With the development of information technology, health management and big data have risen and developed in recent years. Big data need proper analysis and shape in order to extract meaningful information from it. This paper analyzes the application status and prospects of big data in the field of health management. The results show that the most widely used big data in health management are intelligent wearable devices. Big data applications in football players\u2019 mental health monitoring systems and chronic disease health management systems also have a good prospect. The intelligent wearable device is applied to several aspects of sports work: teaching and sports training, real-time monitoring of football players\u2019 physical exercise process, collecting football players\u2019 heart rate, calorie consumption, exercise steps, and track, blood pressure, blood oxygen, and other physical exercise data; through monitoring the heart rate, we can get the intensity and duration of football players\u2019 physical exercise in school; through the calculation, we can also get the football players\u2019 time energy consumption and understand the overall situation of football players\u2019 physical exercise in school; through step counting and track monitoring, we can master the number of steps and track of football players; by monitoring the changes of blood oxygen and blood pressure of football players, we need to build a third-party residents\u2019 health information storage and analysis system and further realize the marketization of residents\u2019 health big data. The experimental results of the proposed study show the effectiveness of the proposed work.<\/jats:p>","DOI":"10.1155\/2021\/9608147","type":"journal-article","created":{"date-parts":[[2021,6,16]],"date-time":"2021-06-16T23:05:58Z","timestamp":1623884758000},"page":"1-8","source":"Crossref","is-referenced-by-count":14,"title":["Health Analysis of Footballer Using Big Data and Deep Learning"],"prefix":"10.1155","volume":"2021","author":[{"given":"Tao","family":"Yang","sequence":"first","affiliation":[{"name":"Institute of Physical Education, North Minzu University, Yinchuan, Ningxia 750021, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2602-5030","authenticated-orcid":true,"given":"Guoliang","family":"Yuan","sequence":"additional","affiliation":[{"name":"College of Physical Education, HengShui University, Hengshui, Hebei 053000, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jing","family":"Yan","sequence":"additional","affiliation":[{"name":"Chinese Academy of Customs Administration, Qinhuangdao, Hebei 066004, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","volume-title":"Thoughts and Suggestions on the Development Prospect of Intelligent Wearable Devices Mobile Communication","author":"M. 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Shuntian","year":"2014","journal-title":"Research and development"},{"key":"14","article-title":"Discussion on the application prospect of wearable devices in the field of leisure sports","author":"H. Li","year":"2015"},{"key":"15","article-title":"Current situation and future development trend of wearable intelligent devices","author":"J. Deng","year":"2016"},{"key":"16","article-title":"Some thoughts on promoting the application of big data under the new situation","volume":"9","author":"Q. Han","year":"2017","journal-title":"Scientific and Technological Innovation and Application"},{"issue":"34","key":"17","first-page":"111","article-title":"The application of wearable devices in Physical Education Teaching -- an analysis based on the SWOT model","volume":"6","author":"S. Zhao","year":"2016","journal-title":"Contemporary Sports Science and Technology"},{"issue":"3","key":"18","first-page":"143","article-title":"Min. Extension of Internet plus to physical education -- Application of smart wearable equipment in school physical education","volume":"37","author":"G. Tang","year":"2016","journal-title":"Sports Technology"},{"key":"19","volume-title":"Design and Implementation of the Human Energy Consumption Detection System Based on the Acceleration Sensor","author":"Z. He","year":"2016"},{"key":"20","volume-title":"Analysis of the Current Situation and Future Development Trend of Wearable Devices Wuhan Decision Information Research and Development Center, Decision, and Information magazine","author":"B. Yang","year":"2015"},{"key":"21","first-page":"135","article-title":"Current situation and future development trend of wearable intelligent devices","volume":"28","author":"J. 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Geng","year":"2014","journal-title":"Electronic Science and Technology"}],"container-title":["Scientific Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/9608147.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/9608147.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2021\/9608147.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,16]],"date-time":"2021-06-16T23:06:15Z","timestamp":1623884775000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/sp\/2021\/9608147\/"}},"subtitle":[],"editor":[{"given":"Shah","family":"Nazir","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,6,15]]},"references-count":27,"alternative-id":["9608147","9608147"],"URL":"https:\/\/doi.org\/10.1155\/2021\/9608147","relation":{},"ISSN":["1875-919X","1058-9244"],"issn-type":[{"value":"1875-919X","type":"electronic"},{"value":"1058-9244","type":"print"}],"subject":[],"published":{"date-parts":[[2021,6,15]]}}}