DocumentCode
3432680
Title
Application of data mining in the analysis of needs of university library users
Author
Tingting Zhu ; Lili Zhang
Author_Institution
Libr., Changchun Inst. of Technol., Changchun, China
fYear
2011
fDate
3-5 Aug. 2011
Firstpage
391
Lastpage
394
Abstract
In order to provide decision and guidance for the future development of libraries, based on the Data Mining Decision Tree C4.5 Algorithm, taking the library of Changchun Institute of Technology as an example, by structuring decision tree and mining the factors which restrain users from using the library digital resource, the author gets some potential links among the factors affacting the using of library digital resource, the needs of university library users can be analyzed effectively with this algorithm.
Keywords
academic libraries; data mining; decision trees; digital libraries; tree data structures; C4.5 algorithm; data mining; decision tree structure; library digital resource; university library; Analytical models; Data mining; Decision trees; Educational institutions; Libraries; Prediction algorithms; Training; C4.5 Algorithm; decision tree; university library;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science & Education (ICCSE), 2011 6th International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-9717-1
Type
conf
DOI
10.1109/ICCSE.2011.6028662
Filename
6028662
Link To Document