足球统计分析的动态可视化

A. Rusu, D. Stoica, Edward Burns, Benjamin Hample, Kevin McGarry, Robert Russell
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引用次数: 26

摘要

如果数据没有以图形形式呈现,那么对大量足球统计数据的分析可能会非常困难。因此,我们开发了一个名为Soccer Scoop的应用程序,它提供了两个独立的可视化,可以帮助足球队经理。使用我们的应用程序,球队经理可以比较不同球队的两名球员,在签约前分析特定球员,衡量特定球员在不同位置的表现,生成练习,并确定特定球员在客场还是主场表现更好。我们的应用程序中使用的可视化应用了信息可视化技术,如符号、修改的星形图、按需细节、颜色和格式塔原则。
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Dynamic Visualizations for Soccer Statistical Analysis
The analysis of large sums of soccer statistics can be extremely difficult if the data is not presented graphically. As a result, we developed an application, titled Soccer Scoop, which provides two separate visualizations that can aid a soccer team manager. With our application, a team manager can compare two players on different teams, analyze a particular player before signing them to a contract, measure the performance of a particular player at different positions, generate practice exercises, and determine if a particular player plays better on the road or at home. The visualizations used in our application apply information visualization techniques, such as glyphs, modified star plots, details on demand, color, and gestalt principles.
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