运动监控大数据平台构建与应用

Construction and Application of Sports Monitoring Big Data Platform

研究基于云计算、人工智能、大数据、物联网等现代科技手段,对我国奥运备战精英选手训练数据构建智能化、集约化、模块化、组件化、可视化训练监控平台,旨在运用现代科技手段为竞技体育的发展提供支撑。研究得出:(1)建构了集“大平台+大数据+轻应用+微服务”的训练监控平台;(2)平台具有数据支撑、信息管理、数据分析、状态诊断、实践应用强大信息化功能;(3)监控平台基于奥运及全运备战实践,形成了国家男子举重队、国家女子橄榄球队、海南国家冲浪队数据采集与分析评估报告3份,评估报告为精英选手集训备战提供了数字化信息,得到教练组认可和借鉴。平台的运用为我国奥运精英选手科学备战提供了数据支撑。

Based on cloud computing,artificial intelligence,big data,Internet of Things and other modern scientific and technological means,this paper constructs an intelligent,intensive,modular,componentized and visual training monitoring platform for the training data of China's Olympic elite athletes,aiming to provide support for the development of competitive sports by using modern scientific and technological means.The results are as follows:(1)Build a training monitoring platform integrating"big platform+big data+light application+micro service";(2)The platform has powerful information functions of data support,information management,data analysis,status diagnosis and practical application;(3)Based on the practice of preparing for the Olympic Games and the National Games,the monitoring platform has formed three data collection,analysis and evaluation reports of the national men's weightlifting team,the National Women's football team and the Hainan national surfing team.The evaluation report provides digital information for elite players'training and preparation,which is recognized and used for reference by the coaching team.The application of the platform provides data support for the scientific preparation of China's Olympic elite athletes.