Data Mining-Based Design and Implementation of College Physical Education Performance Management and Analysis System

被引:9
|
作者
Fan, Yimeng [1 ]
Liu, Yu [2 ]
Chen, Haosong [3 ]
Ma, Jianlong [1 ]
机构
[1] Hebei Agr Univ, Baoding, Peoples R China
[2] Baoding Univ, Baoding, Peoples R China
[3] Hebei Agr Univ, Coll Mech & Elect Engn, Baoding, Peoples R China
关键词
Physical education (PE); data mining; system requirements; decision tree algorithm;
D O I
10.3991/ijet.v14i06.10159
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
The purpose of this paper was to effectively apply data mining technology to scientifically analyze the students' physical education (PE) performance so as to serve the physical teaching. The methodology adopted in this paper was to apply ASP.NET 3-layer architecture and design and implement college PE performance management and analysis system under the premise of fully analyzing the system requirements based on Visual Studio2008 software development platform and using SQL Server 2005 database platform. Based on data mining technology, students' PE performances were analyzed, and decision tree algorithm was used to make valuable judgments on student performance. The results indicated that applying computer technology to the management and analysis of college PE performance can effectively reduce the teaching and managing workload of PE teachers so that the teachers concentrate more on the quality of physical education.
引用
收藏
页码:87 / 97
页数:11
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