一个基于球员表现的多标准选拔系统。案例研究:西班牙ACB篮球联赛
A multicriteria selection system based on player performance. Case study: The Spanish ACB Basketball League
摘要:
在本文中,我们描述了一种方法来排名运动员的基础上,他们的效率。虽然是非常有用的分析团队比赛的表现,但没有使用单一的指数来执行这样的排名。我们提出了一种方法来总结的巨大信息量收集在不同方面的运动队,这是几乎每天公开。该工具将允许参与玩家谈判的代理显示玩家相对于其他玩家的优势(和劣势)。该方法是基于应用多标准的方法使用替代品的潜在的球员和标准不同的效率指数。详细介绍了一种新的自动参数调整方法,该方法将允许教练和体育经理设计模板和体育策略,以提高团队的效率。我们报告的结果进行了ACB篮球联赛上的可用信息,我们展示了它如何可以很容易地实施和解释在实践中不熟悉的数学方面的方法的决策者。
英文摘要:
In this paper, we describe an approach to rank sport players based on their efficiency. Although is extremely useful to analyze the performance of team games there is no unanimity on the use of a single index to perform such a ranking. We propose a method to summarize the huge amount of information collected at different aspects of a sport team which is almost daily publicly available. The tool will allow agents involved in a player's negotiation to show the strengths (and weaknesses) of the player with respect to other players. The approach is based on applying a multicriteria outranking methodology using as alternatives the potential players and criteria different efficiency indices. A novel automatic parameter tuning approach is detailed that will allow coaches and sports managers to design templates and sports strategies that improve the efficiency of their teams. We report the results performed over the available information on the ACB Basketball League, and we show how it can be easily implemented and interpreted in practice by decision-makers non familiar with the mathematical side of the methodology.
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。