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Geovisualizing spatio -temporal patterns in tennis: An alternative approach to post -match analysis

机译:网球中的地理化季兆式 - 液态图案:替代分析的替代方法

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Traditional methods for summarizing tennis matches have long ignored the spatio-temporal component of the match, and often fail to ge ovisualize patterns by way of map or graphic. This paper presents alternative approaches to post-match analysis using geospatial data analysis with a Geographical Information System (GIS). A case study focusing on the spatial variation of serving from the London Olympics Gold Medal match, where Andy Murray defeated Roger Federer 6-2, 6-1, 6-4, is conducted. By mapping the relationship between space and time, we were able to visually and st atistically quantify that Federer served with more spatial variation during the match. Murray, however, served with greater spatial variation at key points during the match. Re sults suggest that there is potential to better understand players serve tendencies using spatio-tempor al analysis. The importance of such analysis for coaches, players, fans and the media to further explore player tactics and strategies are discussed.
机译:总结网球匹配的传统方法长期忽略了匹配的时空组件,并且通常通过地图或图形来进行GE Ovisualize模式。本文介绍了使用地理空间数据分析与地理信息系统(GIS)进行匹配后分析的替代方法。一个案例研究,重点研究了伦敦奥运会金牌队的空间变化,其中安迪默里击败罗杰·费德勒6-2,6-1,6-4。通过映射空间和时间之间的关系,我们能够在视觉上和ST无论如何地量化Federer在比赛期间提供更多空间变化。然而,Murray在比赛期间的关键点处提供了更大的空间变化。遗址表明,有可能更好地了解球员使用时空AL分析服务趋势。讨论了教练,玩家,粉丝和媒体进一步探索球员策略和策略的重要性。

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