DocumentCode :
554059
Title :
A visualization system for web retrieved credit information
Author :
Lirong Xiong ; Mengjun Wang ; Jing Fan
Author_Institution :
Coll. of Comput. Sci. & Technol., Zhejiang Univ., Hangzhou, China
Volume :
2
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
728
Lastpage :
733
Abstract :
Information retrieved with traditional method results in linear lists which lack of effective filtration, organization, and aggregation. How to organize and visualize the retrieved information result set effectively and how to provide users with the effective interaction becomes increasingly important. Based on the Information Visualization Model, this paper studies the key technologies. The data clustering methods and suitable display technologies are analyzed. Then, this paper proposes an information visualization model for credit domain, and describes a visualization system for web retrieved credit information. The system can crawl credit related web pages, and after analyzing the characteristics of credit information, SOM-based clustering method is applied to well organize the web pages, and visualization technology is used to present the documents information globally and locally. In this way, user can understand credit information better. At last, examples of visual display for credit information are shown in this paper.
Keywords :
Internet; data visualisation; information retrieval; pattern clustering; self-organising feature maps; SOM-based clustering; Web retrieved credit information; credit related Web pages; data clustering; information visualization model; visual display; Clustering algorithms; Clustering methods; Data mining; Data visualization; Visualization; Web pages; SOM; credit; information visualization; self-organization map; visualization system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2011 Seventh International Conference on
Conference_Location :
Shanghai
ISSN :
2157-9555
Print_ISBN :
978-1-4244-9950-2
Type :
conf
DOI :
10.1109/ICNC.2011.6022206
Filename :
6022206
Link To Document :
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