{"title":"基于数据分析技术的羽毛球技战术统计与反馈系统设计","authors":"Furong Duan","doi":"10.1145/3510858.3510963","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":6757,"journal":{"name":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","volume":"42 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design of Badminton Technical and Tactical Statistics and Feedback System Based on Data Analysis Technology\",\"authors\":\"Furong Duan\",\"doi\":\"10.1145/3510858.3510963\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":6757,\"journal\":{\"name\":\"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)\",\"volume\":\"42 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3510858.3510963\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3510858.3510963","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.