基于关联规则的运动训练生化指标数据挖掘系统设计Design of association rules based data mining system for exercise training biochemical indexes
张辉
摘要(Abstract):
传统数据挖掘系统存在挖掘速率慢、时间长、数据可靠度低等问题,无法达到运动训练生化指标精准数据挖掘的标准,为此,对基于关联规则的运动训练生化指标数据挖掘系统进行设计。采用三层结构B/S模式,将后台的数据库存储以及挖掘的数据作为参考,设计系统硬件框架;选取数据并对数据进行预处理,采用关联规则数据挖掘算法完成系统软件部分设计;进行实验,验证系统设计的合理性。实验结果表明,该系统数据挖掘速率快、耗费时间短、可信度高,为运动生化指标数据挖掘提供了更加合理的评定标准。
关键词(KeyWords): 关联规则;运动训练;生化指标;数据挖掘;B/S模式;数据可靠度
基金项目(Foundation):
作者(Author): 张辉
DOI: 10.16652/j.issn.1004-373x.2018.07.042
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