The Implementation and Application of Data Mining in University Students’ Grades

DOI

10.2991/meic-15.2015.276How to use a DOI?

Keywords

Data mining; Association rules; Apriori algorithm; Support; Confidence

Abstract

Nowadays the society is full of all kinds of information. With the rapid development of science and technology, more and more people come to realize the value of information. Much information hide in the sea of data, there are so much data around us. So data mining technology is applied widely. This paper introduces the concept of association rules in data mining and the classic Apriori algorithm. We will mine out the relations which will affect the students’ marks and give the core steps of the algorithm and detailed realizing steps. At last we give the results and analysis of the running of the example. The conclusion is a practical suggestion for the computer teaching administration. Some unexpected DM knowledge may enhance the quality of education and guide the teaching methods scientifically. With the further development of DM, more and more DM knowledge will be applied to teaching and it surely will bring us an unprecedented rewards and surprise

Copyright

© 2015, 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  - Hongyan Jiang
AU  - Liangjun Li
PY  - 2015/04
DA  - 2015/04
TI  - The Implementation and Application of Data Mining in University Students’ Grades
BT  - Proceedings of the 2015 International Conference on Mechatronics, Electronic, Industrial and Control Engineering
PB  - Atlantis Press
SP  - 1213
EP  - 1216
SN  - 2352-5401
UR  - https://doi.org/10.2991/meic-15.2015.276
DO  - 10.2991/meic-15.2015.276
ID  - Jiang2015/04
ER  -