基于数据仓库的篮球教练辅助决策支持系统  

Basketball Coach's Assistant DSS Based on Data Warehouse

作　　者：方心飞[1] 叶枫[1] 周钧[1] 

机构地区：[1]浙江工业大学经贸管理学院,杭州310023

出　　处：《计算机系统应用》2011年第1期27-31,共5页Computer Systems & Applications

摘　　要：现在的篮球教练做决策时候还仅仅依靠原先的经验和专业技能,这样的决策有时候往往会产生不好的效果导致球队输球,教练自己下岗。就这个问题笔者认为可以采用设计一个篮球教练辅助决策支持系统的方法给予一定程度的解决,具体在实现该系统时运用数据仓库和数据挖掘技术的方法,然后还以NBA球队火箭队球员在助攻维度的数据进行实验分析。从得出的实验结果即频繁项集发现,结果可以为教练如何排兵布阵提供有效的帮助,所以笔者相信该系统肯定可以在一定程度上为篮球教练决策时候提供一些帮助和参考。Now many basketball coaches only rely on their experience and specialty Skill when they do the decision. So in this case the coach＇s decision may be wrong and the team may lose the game. Even the coach may be fired. Concerning this problem, we can design this DSS （Decision Support System） to solve it. Here we use Data Warehouse and Data Mining skill to realize the DSS. And we use the assist data of Rockets players to experimental analysis. From the experimental results that frequent itemsets, we found the results were helpful for coaches on how to provide effective help. So we believe to some extent that the system can certainly provide some help and reference for the basketball coach.

关 键 词：篮球 决策支持系统 数据仓库 数据挖掘 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论]