Title :
Visualising Web visitations: a probabilistic approach
Author :
Ellis, Geoff ; Dix, Alan
Author_Institution :
Huddersfield Univ., UK
Abstract :
This paper presents a technique, the Quantum Web Field, designed to give an ambient visualisation of the current activity on a Web site. It uses the paths of past visitors to the site and a self-organising map to build a diffuse ´probabilistic´ mapping of pages to cells in a 2D matrix, where highly traversed page-links tend to be closer to each other. The paths of current visitors appear as intelligible trails giving a sense of purposeful human activity rather than offering detailed analysis. The visualisation is not constrained by either the complexity or the number of pages in the site.
Keywords :
Internet; Web sites; data visualisation; matrix algebra; probability; self-organising feature maps; 2D matrix cells; Quantum Web Field; Web site visitor; Web visit visualisation; ambient visualisation; highly traversed page-links; probabilistic approach; probabilistic mapping; self-organising map; Data mining; Data visualization; History; Humans; Motion planning; Tree graphs; Virtual environment; Web page design;
Conference_Titel :
Information Visualisation, 2004. IV 2004. Proceedings. Eighth International Conference on
Print_ISBN :
0-7695-2177-0
DOI :
10.1109/IV.2004.1320204