DocumentCode
3520956
Title
Application of Data Mining on Students´ Quality Evaluation
Author
He Yongqiang ; Zhang Shunli
Author_Institution
Henan Inst. of Eng., Zhengzhou, China
fYear
2011
fDate
28-29 May 2011
Firstpage
1
Lastpage
4
Abstract
University students´management, especially the decision-making part, is very heavy and complicated, so it may have subjectivity without scientific measures. As key index in students´ integrated development evaluation, students´ quality evaluation achievements play an important role in their development. This thesis puts forward decision support system for students´comprehensive evaluation based on data mining. On the basis of brief introduction to definition of data mining technique, mining process and routine method, this thesis emphasizes study on application of association rules analytic method in students´ comprehensive evaluation. By means of data mining, it analyzes data of students´ comprehensive evaluation achievements and gets some useful results, which will aid decision making in university students´ objective evaluation and play as guidance for scientific management and evaluation of students.
Keywords
data mining; decision support systems; educational administrative data processing; association rules analytic method; data mining; decision support system; decision-making; scientific student management; students quality evaluation; university students management; Association rules; Education; Ethics; Indexes; Spatial databases; Technological innovation;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems and Applications (ISA), 2011 3rd International Workshop on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-9855-0
Electronic_ISBN
978-1-4244-9857-4
Type
conf
DOI
10.1109/ISA.2011.5873368
Filename
5873368
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