Research on data mining of education technical ability training for physical education students based on Apriori algorithm

被引:15
|
作者
Zhu, Shuling [1 ]
机构
[1] North China Univ Water Resources & Elect Power, Zhengzhou, Henan, Peoples R China
来源
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS | 2019年 / 22卷 / Suppl 6期
关键词
Apriori algorithm; Technical ability; Data mining;
D O I
10.1007/s10586-018-2420-8
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
At present, with the development of computer technology, more and more data mining technology is introduced into the education of Physical Education Students. Based on the Apriori algorithm, this paper studies the data mining of education technical ability training for students of physical education major. In this paper, we can dig out the rules that we are really interested in by introducing the lift_measure interest measurement. Meanwhile, aiming at the characteristics of mutual exclusion in data mining, it improves the shortcomings of classical Apriori algorithm, and improves the efficiency of mining frequent itemsets by Apriori algorithm. The improved AD-apriori algorithm can reduce the time complexity and space complexity of the mining process.
引用
收藏
页码:14811 / 14818
页数:8
相关论文
共 50 条
  • [41] Achievement Management of Public Physical Education in Normal College based on Data Mining
    Wei Xiufang
    2017 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA), 2017, : 594 - 597
  • [42] Reflections on strategies for psychological health education for college students based on data mining
    College of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou
    450001, China
    Int. J. Bus. Intell. Data Min., 2024, 3-4 (394-408): : 394 - 408
  • [43] Research of Association Rule Algorithm based on Data Mining
    Song, Changxin
    PROCEEDINGS OF 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA ANALYSIS (ICBDA), 2016, : 23 - 26
  • [44] RESEARCH OF DATA MINING ALGORITHM BASED ON ASSOCIATION RULES
    Song, Changxin
    Ma, Ke
    PROCEEDINGS OF THE 2011 3RD INTERNATIONAL CONFERENCE ON FUTURE COMPUTER AND COMMUNICATION (ICFCC 2011), 2011, : 243 - +
  • [45] Research on Mining Association Behavior of Smart Home Users Based on Apriori Algorithm
    Zhang, Yongjun
    Qi, Tingting
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING AND INFORMATION TECHNOLOGY APPLICATIONS, 2015, 28 : 817 - 821
  • [46] RESEARCH ON UNDERGRADUATE EDUCATION OF DATA WAREHOUSE AND DATA MINING IN CHINA
    Li Yuhong
    Gu Zhongwei
    2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT (ICCTD 2011), VOL 3, 2012, : 111 - 115
  • [47] Aerobics Exercise Performance Training for College Students based on Optimized Apriori Algorithm
    Shang L.
    IEIE Transactions on Smart Processing and Computing, 2024, 13 (02) : 148 - 157
  • [48] Summarization on the Data Mining Application Research in Chinese Education
    Jiang, Ling
    Yang, Zongkai
    Liu, Qingtang
    Wei, Haimei
    ADVANCES IN BLENDED LEARNING, 2008, 5328 : 110 - +
  • [49] Research on the innovation of the path of ideological and political education in universities based on data mining
    Rao S.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [50] RETRACTED ARTICLE: Research on the Prediction of the Inauguration Development Direction of College Students’ Entrepreneurship Education Based on Educational Data Mining
    Bin Tan
    International Journal of Computational Intelligence Systems, 16