基于关联模式数据挖掘的篮球比赛技战术分析

Data mining algorithm of association rule was used to analysis basketball matches technical-tactics

主要探讨关联规则挖掘技术在篮球比赛技战术分析中的应用。具体分为两个环节,第一在数据采集方面,通过寻找频繁脚本提高了采集速度,满足了临场采集的实时性要求;第二,该技术能够解析利用关联规则挖掘中的Apriori算法,解决了篮球比赛中寻找关键动作转换过程的问题,寻找比赛中技战术之间的关联关系,从而为教练员的指导和决策提供科学依据。

This paper discusses the application of data mining algorithm of association rule in basketball match. The process includes two steps. The first is data collection. Finding out the focal process of action transition improves the speed of data collection, meeting the deamand of the instantaneity of of data coleection. The second step is that the apriori algorithm is applied to find the association rules in the technical-tactics of the match to provide a scientific basis for coaches＇ guidance and decision.