DocumentCode
2298477
Title
DMCMS: A Data Mining Based Course Management System
Author
Kan, Liu ; Xingyuan, Xiao ; Ping, Liu
Author_Institution
Sch. of Inf., Zhongnan Univ. of Econ. & Law, Wuhan, China
Volume
3
fYear
2010
fDate
6-7 March 2010
Firstpage
145
Lastpage
148
Abstract
In this paper, a course management system has been designed on the basis of data mining methods such as association rules, classification and clustering. This system aims at analyzing the hidden relationship between the students´ academic grades and various data of students´ performance in class, and the findings can be used as guidance for better teaching and learning in the future.
Keywords
data mining; educational courses; information systems; pattern classification; pattern clustering; academic grades; association rules; classification; clustering; data mining based course management system; students performance; Association rules; Data analysis; Data mining; Decision trees; Education; Information analysis; Information management; Performance analysis; Technology management; Writing; course management; data mining; information systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Education Technology and Computer Science (ETCS), 2010 Second International Workshop on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-6388-6
Electronic_ISBN
978-1-4244-6389-3
Type
conf
DOI
10.1109/ETCS.2010.392
Filename
5459758
Link To Document