DocumentCode :
1823774
Title :
Graph visualization techniques for conceptual Web site traffic analysis
Author :
Didimo, Walter ; Liotta, Giuseppe ; Romeo, Salvatore Agostino
Author_Institution :
Dipt. di Ing. Elettron. e dell´´Inf., Univ. degli Studi di Perugia, Perugia, Italy
fYear :
2010
fDate :
2-5 March 2010
Firstpage :
193
Lastpage :
200
Abstract :
Systems that support Web site traffic analysis are core business intelligence applications for many companies. Recent papers remark that these systems are especially useful if they measure the users´ interest into the relevant concepts described in a Web site rather than counting users´ accesses to the distinct pages forming the Web site. This paper extends existing measures of conceptual Web site traffic analysis and describes a system, called COWA, that supports this analysis by means of network models and graph visualization technologies. The graph drawing algorithmic core of the user interface of COWA is a force directed heuristic that computes a simultaneous embedding of two non-planar graphs. This heuristic optimizes the visualizations in terms of crossing resolution and user´s geodesic tendency. Experimental results and case studies show the effectiveness of the proposed approach in practice.
Keywords :
Web sites; competitive intelligence; data mining; data visualisation; graph theory; user interfaces; COWA; Web data mining; business intelligence; conceptual web site traffic analysis; graph drawing algorithmic core; graph visualization techniques; nonplanar graphs; user interface; Communication channels; Companies; Computer interfaces; Data mining; Geophysics computing; Information retrieval; Management information systems; Traffic control; Uniform resource locators; Visualization; Graph Drawing; Visual Analytics; Web Data Mining; Web traffic analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Visualization Symposium (PacificVis), 2010 IEEE Pacific
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-6685-6
Electronic_ISBN :
978-1-4244-6686-3
Type :
conf
DOI :
10.1109/PACIFICVIS.2010.5429593
Filename :
5429593
Link To Document :
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