Proceedings of the 2nd International Conference on Soft Computing in Information Communication Technology

The Application of DM in University Admissions Decision Making

Authors
Zaixun Guo, Liying Fang, Lei Yu, Hang Su, Zhifeng Liu
Corresponding Author
Zaixun Guo
Available Online May 2014.
DOI
https://doi.org/10.2991/scict-14.2014.37How to use a DOI?
Keywords
data mining; admissions; clementine; decision tree; association rules
Abstract

With the purpose of extracting potential knowledge from the vast amounts of data, as well as providing auxiliary information for decision making for college admissions departments, in this paper, based on SPSS 12.0 software clementine, it mainly uses C5.0 decision tree algorithm and association rules Apriori algorithm to study the college entrance examination enrollment data, students’ performance in college and employment data. It mainly focuses on the data preparation process, and shows the mining process aimed at two different goals and the valuable information dug out during these processes. The results of study shows that this kind of information can provide decision making for the department in charge of admissions.

Copyright
© 2014, 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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Volume Title
Proceedings of the 2nd International Conference on Soft Computing in Information Communication Technology
Series
Advances in Intelligent Systems Research
Publication Date
May 2014
ISBN
978-94-6252-014-1
ISSN
1951-6851
DOI
https://doi.org/10.2991/scict-14.2014.37How to use a DOI?
Copyright
© 2014, 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/).

Cite this article

TY  - CONF
AU  - Zaixun Guo
AU  - Liying Fang
AU  - Lei Yu
AU  - Hang Su
AU  - Zhifeng Liu
PY  - 2014/05
DA  - 2014/05
TI  - The Application of DM in University Admissions Decision Making
BT  - Proceedings of the 2nd International Conference on Soft Computing in Information Communication Technology
PB  - Atlantis Press
SP  - 154
EP  - 159
SN  - 1951-6851
UR  - https://doi.org/10.2991/scict-14.2014.37
DO  - https://doi.org/10.2991/scict-14.2014.37
ID  - Guo2014/05
ER  -