论文标题
是什么推动了守门员的决定？
What drives a goalkeepers' decisions?
论文作者
论文摘要
在足球比赛中，守门员的表现是整个球队成功的重要因素。尽管守门员的重要性，但在事件和跟踪数据中的表现几乎没有关注。在这里，我们开发了一个模型来预测哪些运动最有效地击球，并将其与守门员的现实行为进行比较。该模型根据守门员的位置和潜水半径来评估守门员的性能。我们发现，与我们的模型最有效的运动相反，现实生活中的守门员的运动更加多样化。我们进一步使用模型来开发一种工具来分析守门员在现实生活中的行为。此外，模拟器功能允许团队分析师或沙发确定允许进一步改善守门员反应的情况。
In soccer games, the goalkeeper's performance is an important factor to the success of the whole team. Despite the goalkeeper's importance, little attention has been paid to their performance in events and tracking data. Here, we developed a model to predict which movements would be most effective for shot-stopping and compare it to the real-life behavior of goalkeepers. This model evaluates the performance of goalkeepers based on their position and dive radius. We found that contrary to the movements that were considered most effective by our model, real-life goalkeepers' movements were more diverse. We further used our model to develop a tool to analyse goalkeepers' behavior in real-life soccer games. In addition, a simulator function allows team analysts or couches to identify situations that allow further improvement of the reaction of the goalkeeper.
