谁是有史以来最好的教练?基于网络的职业体育教练员职业绩效评价
Who is the best coach of all time? A network-based assessment of the career performance of professional sports coaches
摘要:
我们考虑了两个大型数据集,包括过去60年欧洲顶级足球俱乐部之间的所有比赛,以及过去70年美国职业篮球队之间的所有比赛。我们利用比赛数据来建立球队主教练之间的成对互动网络,并根据网络中心性指标来衡量他们的职业表现。我们认为温格、弗格森爵士、海因克斯、安切洛蒂和穆里尼奥是有史以来欧洲最好的5位教练。在美国篮球史上,排名前5位的分别是雷德·奥尔巴赫、格雷格·波波维奇、菲尔·杰克逊、唐·尼尔森和莱尼·威尔肯斯。我们进一步建立十年和季节的排名。我们开发了一个简单的方法来监控整个教练的职业生涯中的表现,并动态地比较两个或更多的教练在给定的时间的表现。该手稿附有网站coachscore.luddy.indiana.edu,感兴趣的读者可以访问我们分析的完整结果。
英文摘要:
We consider two large datasets consisting of all games played among top-tier European soccer clubs in the last 60 years, and among professional American basketball teams in the past 70 years. We leverage game data to build networks of pairwise interactions between the head coaches of the teams, and measure their career performance in terms of network centrality metrics. We identify Arsene Wenger, Sir Alex Ferguson, Jupp Heynckes, Carlo Ancelotti, and Jose Mourinho as the top 5 European soccer coaches of all time. In American basketball, the first 5 positions of the all-time ranking are occupied by Red Auerbach, Gregg Popovich, Phil Jackson, Don Nelson, and Lenny Wilkens. We further establish rankings by decade and season. We develop a simple methodology to monitor performance throughout a coach's career, and to dynamically compare the performance of two or more coaches at a given time. The manuscript is accompanied by the website coachscore.luddy.indiana.edu where complete results of our analysis are accessible to the interested readers.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。