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
相关论文
共 50 条
  • [41] A novel data mining-based method for alert reduction and analysis
    Xiao, Fu
    Jin, Shi
    Li, Xie
    [J]. Journal of Networks, 2010, 5 (01) : 88 - 97
  • [42] Data Mining and Management System Design and Application for College Student Mental Health
    Jiang Qinghua
    [J]. 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS), 2017, : 410 - 413
  • [43] Design and Implementation of Physical Education Teaching Management System Based on Multi-agent Model
    Xie, Shaokang
    Xu, Jiayun
    [J]. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2023, 16 (01)
  • [44] Design and Implementation of Physical Education Teaching Management System Based on Multi-agent Model
    Shaokang Xie
    Jiayun Xu
    [J]. International Journal of Computational Intelligence Systems, 16
  • [45] Design of College Students' Sports Assessment System Based on Data Mining
    Wang, Gang
    [J]. SCIENTIFIC PROGRAMMING, 2022, 2022
  • [46] Design and Implementation of an Information Management System for College Students in Higher Education Institutions Based on Cloud Computing
    Bin, Mo
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (05) : 289 - 302
  • [47] Buffer management in distributed database systems: A data mining-based approach
    Feng, L
    Lu, H
    Tay, YC
    Tung, KH
    [J]. ADVANCES IN DATABASE TECHNOLOGY - EDBT'98, 1998, 1377 : 246 - 260
  • [48] Design and Implementation of an Efficient Electronic Bank Management Information System Based Data Warehouse and Data Mining Processing
    Luo, Jia
    Xu, Junping
    Aldosari, Obaid
    Althubiti, Sara A.
    Deebani, Wejdan
    [J]. INFORMATION PROCESSING & MANAGEMENT, 2022, 59 (06)
  • [49] Data Mining-Based Analysis of Alert Messages of Executive Aircraft
    Soares, P.
    Silva Junior, O.
    Fernandes, R.
    Bidinotto, J.
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2018, 16 (10) : 2561 - 2566
  • [50] Based on the Study of Data Mining Knowledge Management System for Education
    Tie, Zhongyuan
    Song, Liangrong
    [J]. CONFERENCE ON CREATIVE EDUCATION (CCE2011), 2011, : 429 - 432