DocumentCode
1939112
Title
Application of C4.5 Algorithm in Web-Based Learning Assessment System
Author
Fan, Jie ; Wen, Pu
Author_Institution
Hunan Radio & TV Univ., Changsha
Volume
7
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
4139
Lastpage
4143
Abstract
The paper constructs an Online Learning Behavior Assessment System based on data mining technique. The process of constructing "online learning behavior - effect" model with C4.5 algorithm is described and is put into practice for grading the students\´ online learning behavior. The experimental results show that over 90% teachers and students are satisfied with the assessment results. The application of the system provides an objective, reasonable method for assessing online learning.
Keywords
Internet; behavioural sciences computing; computer aided instruction; data mining; C4.5 algorithm; Web-based learning assessment system; data mining; online learning behavior assessment system; Classification tree analysis; Cybernetics; Data mining; Decision trees; Entropy; Machine learning; Machine learning algorithms; Packaging; Production; TV; Assessment; C4.5; Decision tree; Online learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370871
Filename
4370871
Link To Document