An Evaluation Model of Polytechnic Teaching Quality Based on ID3 Decision Making Tree

被引:6
|
作者
Jiang, Wuxue [1 ]
Zhong, Yinzhen [2 ]
Liang, Huan [3 ]
机构
[1] Dongguan Polytech, Dept Comp Engn, Dongguan 523808, Guangdong, Peoples R China
[2] Dongguan Polytech, Dept Art & Design, Dongguan 523808, Guangdong, Peoples R China
[3] Dongguan Polytech, Div Personnel, Dongguan 523808, Guangdong, Peoples R China
关键词
Data mining; ID3; Decision making tree; Evaluation model; Polytechnic teaching;
D O I
10.4028/www.scientific.net/AMM.651-653.2437
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
For improving the quality of vocational education evaluation validity, this paper introduces the research progress of teaching evaluation, use data mining technology to put forward a feasible model of higher vocational teaching quality evaluation, construct a decision tree has practical significance. By the method used, the traditional Apriori algorithm is improved decision tree to improve the teaching contents to the location of the second master node, reflecting the characteristics of vocational teaching practice. Case analysis indicated, the decision tree has a good operability and high credibility.
引用
收藏
页码:2437 / +
页数:2
相关论文
共 50 条
  • [1] An Application of Decision Tree Based on ID3
    Wang Xiaohu
    Wang Lele
    Li Nianfeng
    [J]. INTERNATIONAL CONFERENCE ON SOLID STATE DEVICES AND MATERIALS SCIENCE, 2012, 25 : 1017 - 1021
  • [2] Improvement and Analysis of ID3 Algorithm in Decision-making Tree
    Xie, Xiao-Lan
    Long, Zhen
    Liao, Wen-Qi
    [J]. INTERNATIONAL CONFERENCE ON INTELLIGENT EARTH OBSERVING AND APPLICATIONS 2015, 2015, 9808
  • [3] The Analysis and Optimization of Decision Tree Based on ID3 Algorithm
    Zhang, He
    Zhou, Runjing
    [J]. 2017 9TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION AND CONTROL (ICMIC 2017), 2017, : 924 - 928
  • [4] Improvement of Decision Tree ID3 Algorithm
    Zhu, Lin
    Yang, Yang
    [J]. COLLABORATE COMPUTING: NETWORKING, APPLICATIONS AND WORKSHARING, COLLABORATECOM 2016, 2017, 201 : 595 - 600
  • [5] An Improved ID3 Decision Tree Algorithm
    Jin, Chen
    De-lin, Luo
    Fen-xiang, Mu
    [J]. ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 127 - +
  • [6] Classroom Teaching Quality Evaluation Based on Neuro-Fuzzy ID3 Algorithm
    Jin, Hongxia
    Yao, Heping
    [J]. PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 1, 2008, : 166 - +
  • [7] A mass assignment based ID3 algorithm for decision tree induction
    Baldwin, JF
    Lawry, J
    Martin, TP
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1997, 12 (07) : 523 - 552
  • [8] Short term effect evaluation model of rural energy construction revitalization based on ID3 decision tree algorithm
    An, Yingbo
    Zhou, Huasen
    [J]. Energy Reports, 2022, 8 : 1004 - 1012
  • [9] Short term effect evaluation model of rural energy construction revitalization based on ID3 decision tree algorithm
    An, Yingbo
    Zhou, Huasen
    [J]. ENERGY REPORTS, 2022, 8 : 1004 - 1012
  • [10] A modified ID3 decision tree algorithm based on cumulative residual entropy
    Abolhosseini, Somayeh
    Khorashadizadeh, Mohammad
    Chahkandi, Majid
    Golalizadeh, Mousa
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 255