| 网球比赛技战术决策分析系统研制 |
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| 引用本文： | 史芙英,张辉,梁成军.网球比赛技战术决策分析系统研制[J].北京体育大学学报,2010(9). |
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| 作者姓名： | 史芙英 张辉 梁成军 |
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| 作者单位： | 上海体育学院体育教育训练学院;上海体育学院运动科学学院; |
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| 基金项目： | 2007教育部新世纪优秀人才支持计划项目; 2009国家体育总局2012奥运攻关计划(09032) |
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| 摘 要： | 运用关联规则对网球技战术分析进行了系统的研究,设计与开发了网球技战术数据采集与智能分析系统,并通过对V.威廉姆斯5场比赛的分析,发现其主要的技战术特征,为国家女子网球队备战2008年北京奥运会起到了积极的作用。研究结果表明,与传统的技战术分析方法相比较,数据挖掘技术能够对击球技术(击球线路、击球位置)与得、失分的过程(或次序)进行关联描述与系统分析,揭示运动员深层次的技战术特征,从而使教练员更加有效地指导运动员进行比赛。
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| 关 键 词： | 网球比赛 技战术 数据挖掘 关联规则 |
The Development of Decision-making Analysis System on Technique and Tactics of Tennis Match |
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| SHI Fu-ying,ZHANG Hui,LIANG Cheng-jun.The Development of Decision-making Analysis System on Technique and Tactics of Tennis Match[J].Journal of Beijing Sport University,2010(9). |
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| Authors: | SHI Fu-ying ZHANG Hui LIANG Cheng-jun |
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| Institution: | SHI Fu-ying1,ZHANG Hui1,LIANG Cheng-jun2(1.School of Physical Education , Sports Coaching,Shanghai University of Sport,Shanghai 200438,China,2.School of kinesiology,China) |
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| Abstract: | In this paper,the systemic research was made for tennis technique and tactics analysis by using association rule of data mining,and the tennis technique and tactics data collection and intelligent analysis system was designed and developed.By using this system,the author analyzed 5 games of Serena Williams and found out her technique and tactic characteristics,this research played an active role in preparation of Chinese women tennis team for 2008 Beijing Olympic Games.The result indicates that data mining ... |
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| Keywords: | tennis match technique and tactics data mining association rule |
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