Title :
User interface design of interactive data mining in parallel environment
Author :
Liu, Zhen ; Ren, Xiangshi ; Zhang, Chaohai
Author_Institution :
Nagasaki Inst. of Appl. Sci., Japan
Abstract :
A useful data mining not only be efficient, but also be effective. For data mining algorithms, especially for classification, cluster analysis, decision tree, etc., an interactive processing between machine and user is necessary. Applying parallel and distributed computing technology, the object of efficient data mining can be reached. Together with parallel visualization platform, an interactive interface is essential in interactive data mining. In this paper, a scheme of interactive data mining support system in parallel computing environment is described. The design of interface in the system is illustrated.
Keywords :
data mining; data visualisation; interactive systems; parallel processing; user interfaces; cluster analysis; decision tree; distributed computing technology; interactive data mining; parallel visualization; user interface design; Algorithm design and analysis; Classification algorithms; Classification tree analysis; Clustering algorithms; Data mining; Data visualization; Decision trees; Distributed computing; Parallel processing; User interfaces;
Conference_Titel :
Active Media Technology, 2005. (AMT 2005). Proceedings of the 2005 International Conference on
Print_ISBN :
0-7803-9035-0
DOI :
10.1109/AMT.2005.1505371