Visualizing the evolution of Web ecologies
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visualizing Data
Visualization and Analysis of Web Navigation Data
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
30 Years of Multidimensional Multivariate Visualization
Scientific Visualization, Overviews, Methodologies, and Techniques
VISVIP: 3D Visualization of Paths through Web Sites
DEXA '99 Proceedings of the 10th International Workshop on Database & Expert Systems Applications
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Web usage mining based on probabilistic latent semantic analysis
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining interesting knowledge from weblogs: a survey
Data & Knowledge Engineering
Rearrangement Clustering: Pitfalls, Remedies, and Applications
The Journal of Machine Learning Research
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We present in this paper a new method for the visual and interactive exploration of Web sites logs. Web usage data is mapped onto a 3D tube which axis represents time and where each facet corresponds to the hits of a given page and for a given time interval. A rearrangement clustering algorithm is used to create groups among pages. Several interactions have been implemented within this visualization such as the possibility to add annotations or the use of a virtual reality equipment. We present results for two Web sites (1148 pages over 491 days, and 107 pages over 625 days). We highlight the actual limits of our system (9463 pages over 153 days) and show that it outperforms similar existing approaches.