The Research and Application of Improved Decision Tree Algorithm in University Performance Analysis

DOI

10.2991/iccsee.2013.25How to use a DOI?

Keywords

Decision tree, ID3 algorithm, performance analysis

Abstract

with the promoting of education informationization process, more and more complex data is accumulated, the data mining techniques used in education. The work, that finding in hidden and useful information to guide education from large number of educational data, will be helpful to the education reform and development. This article proposes one kind of improvement ID3 algorithm, this algorithm simplified information entropy solution, which is the standard of attribute selection and reduced complication of calculation. Its application to analysis of university students performance will find out the influence of implicit factors, improve the quality of teaching.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Wushi Gao
AU  - Yunfeng Dong
AU  - Kan Li
PY  - 2013/03
DA  - 2013/03
TI  - The Research and Application of Improved Decision Tree Algorithm in University Performance Analysis
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 97
EP  - 100
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.25
DO  - 10.2991/iccsee.2013.25
ID  - Gao2013/03
ER  -