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
来源：
MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II | 2014年 / 651-653卷
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
  • [21] Analysis and Disposal of Pathogenic Factors of Exogenous Affections Based on the ID3 Decision Tree Method
    Li, Zeying
    He, Bin
    Chen, Xiaoyin
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 7509 - +
  • [22] An improved. decision tree classification algorithm based on ID3 and the application in score analysis
    Huang Ming
    Niu Wenying
    Liang Xu
    [J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 1876 - 1879
  • [23] Classification Of Dengue Hemorrhagic Disease Using Decision Tree With Id3 Algorithm
    Rosid, M. A.
    Fitrani, A. S.
    Findawati, Y.
    Winata, S.
    Firmansyah, V. A.
    [J]. 1ST INTERNATIONAL CONFERENCE ON ENGINEERING AND APPLIED SCIENCE, 2019, 1381
  • [24] Fuzzy Decision Tree dengan Algoritme ID3 pada Data Diabetes
    Romansyah, F.
    Sitanggang, I. S.
    Nurdiati, S.
    [J]. INTERNETWORKING INDONESIA, 2009, 1 (02): : 45 - 52
  • [25] Teaching Quality Evaluation and Scheme Prediction Model Based on Improved Decision Tree Algorithm
    Jia, Sujuan
    Pang, Yajing
    [J]. INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2018, 13 (10): : 146 - 157
  • [26] Online teaching quality evaluation model based on support vector machine and decision tree
    Hou, Jingwen
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (02) : 2193 - 2203
  • [27] Optimized Application of the Decision Tree ID3 Algorithm Based on Big Data in Sports Performance Management
    Huang, Ke
    Wang, Tingxuan
    [J]. INTERNATIONAL JOURNAL OF E-COLLABORATION, 2024, 20 (01)
  • [28] The irrelevant values problem in the ID3 tree
    Chiang, DA
    Chen, W
    Wang, YF
    Hsu, CF
    [J]. COMPUTERS AND ARTIFICIAL INTELLIGENCE, 2000, 19 (02): : 169 - 182
  • [29] Distributed ID3 model based on mobile agent
    Liu, Dongsheng
    Zhou, Yi
    [J]. ISSCAA 2006: 1st International Symposium on Systems and Control in Aerospace and Astronautics, Vols 1and 2, 2006, : 1316 - 1320
  • [30] Building decision trees with the ID3 algorithm
    Colin, A
    [J]. DR DOBBS JOURNAL, 1996, 21 (06): : 107 - +
12345