基于ID3算法的大学生成绩数据挖掘与体能分析系统设计  

Design of sports achievement data mining and physical fitness analysis system based on ID3 algorithm

作　　者：张树滑 ZHANG Shuhua(Guangxi University of Foreign Languages,Nanning 530222,China)

机构地区：[1]广西外国语学院,广西南宁530222

出　　处：《现代电子技术》2019年第5期104-106,110,共4页Modern Electronics Technique

基　　金：2017年度广西壮族自治区中青年教师基础能力提升项目:广西民办大学体育引入移动智能终端APP(应用)的研究与实践(2017KY1402)~~

摘　　要：提出将ID3决策树算法应用于体育成绩数据挖掘,以便对学生体能进行有效分析,从而提高体育教学管理的水平和质量。对现有成绩分析的不足进行分析,介绍了系统总体架构和数据挖掘实施流程,对ID3决策树算法的原理和其软件实现流程进行设计。采用Microsoft SQL Server 2012工具多维模式中的Analysis Services开发环境,实现决策树算法软件模块。系统运行结果显示,提出的系统能够为基于数据挖掘的学生成绩管理与分析提供有价值的科学依据。The ID3 decision tree algorithm is applied to the sports performance data mining to effectively analyze the students′physical fitness,and improve the management level and quality of physical teaching.The shortcomings of the existing performance analysis system are analyzed,and the overall system architecture and data mining implementation process are introduced.The principle of ID3 decision tree algorithm and its software implementation flow are designed.The Analysis Services development environment in the multidimensional mode of Microsoft SQL Server 2012 tool is used to realize the software module of decision tree algorithm.The system operation results show that the proposed system can provide the valuable scientific basis for student achievement management and analysis based on data mining.

关 键 词：数据挖掘 ID3决策树 体育成绩 SQL Server B/S模式 体能分析 

分 类 号：TN02.34[电子电信—物理电子学]