DocumentCode
2483926
Title
A New Web Usage Mining and Visualization Tool
Author
Labroche, Nicolas ; Lesot, Marie-Jeanne ; Yaffi, Lionel
Author_Institution
Univ. Pierre et Marie Curie-Paris6, Paris
Volume
1
fYear
2007
fDate
29-31 Oct. 2007
Firstpage
321
Lastpage
328
Abstract
This paper introduces a new tool for web usage mining and visualization that relies on the bio-mimetic relational clustering algorithm Leader Ant and the definition of prototypes based on typicality computation to produce an efficient visualization of the activity of users on a website. The tool is evaluated on a real web log file from the French museum of Bourges website and shows that it can easily produce meaningful visualizations of typical user navigation.
Keywords
Web sites; data mining; French museum of Bourges Website; Web log file; Web usage mining; biomimetic relational clustering algorithm; users activity visualization; Artificial intelligence; Clustering methods; Data mining; Data visualization; Information filtering; Information filters; Navigation; Prototypes; Tree graphs; Web pages;
fLanguage
English
Publisher
ieee
Conference_Titel
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
Conference_Location
Patras
ISSN
1082-3409
Print_ISBN
978-0-7695-3015-4
Type
conf
DOI
10.1109/ICTAI.2007.102
Filename
4410301
Link To Document