| 尺度空间层次聚类在足球球队技、战术能力分类中的应用研究 |
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| 引用本文： | 龚明波,钟平.尺度空间层次聚类在足球球队技、战术能力分类中的应用研究[J].体育科学,2005,25(1):87-90. |
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| 作者姓名： | 龚明波 钟平 |
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| 作者单位： | 长沙理工大学体育部,湖南长沙410077 |
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| 摘 要： | 通过对2004年欧洲杯足球赛16支球队的进球、射门、射门命中率、角球、控球、成功传球、抢断、被抢断、犯规、越位和失球等11项攻防技术指标进行主成分分析的基础上，确定球队技、战术能力聚类的综合指标，形成聚类样本。在此基础上，引入模拟人类视觉系统的尺度空间理论，提出了基于尺度层次空间聚类的球队分类方法，分类结果客观反映了2004年欧洲杯足球赛各队技、战术的综合实力，揭示了世界足球运动的发展趋势，并探索出一种分类球队技、战术水平的方法。
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| 关 键 词： | 足球 层次聚类 尺度空间 |
| 文章编号： | 1000-677X(2005)01-0087-04 |
Research on Application of Scale Space Based Hierarchical Clustering Method Classifying Technical and Tactical Ability of Soccer Team |
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| GONG Ming-bo,ZHONG Ping Changsha University of Science and Technology,Changsha ,China..Research on Application of Scale Space Based Hierarchical Clustering Method Classifying Technical and Tactical Ability of Soccer Team[J].China Sport Science,2005,25(1):87-90. |
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| Authors: | GONG Ming-bo ZHONG Ping Changsha University of Science and Technology Changsha China |
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| Institution: | GONG Ming-bo,ZHONG Ping Changsha University of Science and Technology,Changsha 410077,China. |
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| Abstract: | Through analysis on 11 indexes of attack and defense such as goal score,shot,rate of goalm corner kick,ball possession,passing compl eted,tackle,foul,offside and ball losing,this paper confirms comprehensive index es for clustering determining the technical and tactical ability of soccer team. Based on it,the scale space theory simulating human visual system is proposed.Th e clustering results objectively reflect the technical and tactical strength,poi nts out the developing trend of world soccer,and explores a rational cluster met hod of technical and tactical ability. |
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| Keywords: | soccer scale space hierarchical c lustering |
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