Study on student score based on data mining

被引:0
|
作者
Wang J. [1 ]
Wu S. [1 ]
Jiao Y. [1 ]
Vu H.Q. [2 ]
机构
[1] School of Computer Engineering, Qingdao Technological University
[2] School of Information Technology, Deakin University
关键词
Data mining; Educational data mining; Score analysis;
D O I
10.4156/jcit.vol5.issue6.18
中图分类号
学科分类号
摘要
Education is a complex systematic engineering, which is the guarantee of training high-quality talent, helping society make full use of educational outcomes and promote the healthy development of education. In the education, the students' score is a very important quantitative evaluation indicator, which can objectively reflect the effects of educational system and is an important basis to make lots of scientific decisions. This paper uses clustering algorithm and decision tree to comprehensively analyze the students' score, and obtains useful results. It can be observed that the results are valuable for the teaching and management.
引用
收藏
相关论文
共 50 条
  • [11] Data mining for student advising
    1600, Science and Information Organization (11):
  • [12] Mining Data for Student Success
    Libby V. Morris
    Innovative Higher Education, 2016, 41 (3) : 183 - 185
  • [13] Student Behavior Data Analysis Based on Association Rule Mining
    Wang, Tengfei
    Xiao, Baorong
    Ma, Weixiao
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2022, 15 (01)
  • [14] Student Behavior Data Analysis Based on Association Rule Mining
    Tengfei Wang
    Baorong Xiao
    Weixiao Ma
    International Journal of Computational Intelligence Systems, 15
  • [15] Research on Student Learning Result System based on Data Mining
    Sun, Hongjie
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (04): : 203 - 205
  • [16] An Advisory Student Achievement Model Based on Data Mining Techniques
    Zaied, Abdel Nasser H.
    Hamza, Ehab Moh.
    Ismael, Rana Wael
    5TH INTERNATIONAL CONFERENCE ON COMPUTING AND INFORMATICS (ICCI 2022), 2022, : 351 - 355
  • [17] A Data Mining based Survey on Student Performance Evaluation System
    Anuradha, C.
    Velmurugan, T.
    2014 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (IEEE ICCIC), 2014, : 452 - 455
  • [18] Student Performance Prediction Approach Based on Educational Data Mining
    Chen, Ziling
    Cen, Gang
    Wei, Ying
    Li, Zifei
    IEEE ACCESS, 2023, 11 (131260-131272) : 131260 - 131272
  • [19] Applying Data Mining in Score Analysis
    Liu, Yi
    ADVANCES IN FUTURE COMPUTER AND CONTROL SYSTEMS, VOL 1, 2012, 159 : 175 - 180
  • [20] CET-4 score analysis based on data mining technology
    Xu, Jie
    Liu, Yang
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (02): : S3583 - S3593