基于数据分析技术的羽毛球技战术统计与反馈系统设计

Furong Duan
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引用次数: 0

摘要

体育统计是将数据挖掘等信息技术应用到体育领域,特别是竞技体育领域的过程。近年来,运动计算已成为计算机领域研究和发展的热点。利用计算机技术等高科技工具提高运动员的专业训练能力和比赛技巧,早已形成共识。本文对基于数据分析技术的羽毛球技战术统计与反馈系统进行研究,在文献数据的基础上了解羽毛球技战术统计与反馈系统和数据分析技术的相关理论,进而对基于数据分析技术的羽毛球技战术进行分析。设计并测试了统计反馈系统。测试结果表明,系统中使用的分类算法的平均分类准确率在90%左右,优于传统算法。
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Design of Badminton Technical and Tactical Statistics and Feedback System Based on Data Analysis Technology
Sports statistics is the process of applying data mining and other information technology to the field of sports, especially the field of competitive sports. In recent years, sports computing has become a hot research and development area in the computer field. A consensus has long been formed on the use of high-tech tools such as computer technology to improve the professional training capabilities and competition skills of players. This paper studies the statistics and feedback system of badminton skills and tactics based on data analysis technology, and understands related theories of badminton skills and tactics statistics and feedback system and data analysis technology on the basis of literature data, and then analyzes the badminton skills and tactics based on data analysis technology. The statistical and feedback system is designed and tested. The test results show that the average classification accuracy of the classification algorithm used in the system is about 90%, which is better than the traditional algorithm.
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