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
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;
Conference_Titel :
Computer Science & Education (ICCSE), 2011 6th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-9717-1
DOI :
10.1109/ICCSE.2011.6028662
