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A New Web Usage Mining and Visualization Tool

19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007), 2007
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.
Labroche, Nicolas   +2 more
openaire   +1 more source

Evaluating the markov assumption for web usage mining

Proceedings of the fifth ACM international workshop on Web information and data management - WIDM '03, 2003
Web usage mining concerns the discovery of common browsing patterns, i.e., pages requested in sequence, from web logs. To cope with the enormous amounts of data, several aggregated structures based on statistical models of web surfing have appeared, e.g., the Hypertext Probabilistic Grammar (HPG) model~\cite{borges99data}.
Jespersen, S.   +2 more
openaire   +2 more sources

Web Usage Mining

2005
With the continued growth and proliferation of e-commerce, Web services, and Web-based information systems, the volumes of clickstream and user data collected by Web-based organizations in their daily operations have reached astronomical proportions. Analyzing such data can help these organizations determine the lifetime value of clients, design cross ...
openaire   +1 more source

Improving the Effectiveness of a Web Site with Web Usage Mining

2000
For many companies, effective web presence is indispensable for their success to the global market. In recent years, several methods have been developed for measuring and improving the effectiveness of commercial sites. However, they mostly concentrate on web page design and on access analysis.
Myra Spiliopoulou   +2 more
openaire   +1 more source

Improving Web Sites with Web Usage Mining, Web Content Mining, and Semantic Analysis

2006
With the emergence of the World Wide Web, Web sites have become a key communication channel for organizations. In this context, analyzing and improving Web communication is essential to better satisfy the objectives of the target audience. Web communication analysis is traditionnally performed by Web analytics software, which produce long lists of ...
Norguet, Jean-Pierre   +2 more
openaire   +3 more sources

Integrating Web Conceptual Modeling and Web Usage Mining

2006
We present a case study about the application of the inductive database approach to the analysis of Web logs. We consider rich XML Web logs – called conceptual logs – that are generated by Web applications designed with the WebML conceptual model and developed with the WebRatio CASE tool.
MEO, Rosa   +3 more
openaire   +3 more sources

On the Deployment of Web Usage Mining

2004
Sarabjot S. Anand   +2 more
openaire   +2 more sources

Web Usage Mining

WiSt - Wirtschaftswissenschaftliches Studium, 2002
Hajo Hippner   +2 more
openaire   +1 more source

Web usage mining: discovery and applications of usage patterns from Web data

SIGKDD Explorations: Newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2000
Jaideep Srivastava   +2 more
exaly  

Web Usage Mining as a Tool for Personalization: A Survey

User Modeling and User-Adapted Interaction, 2003
Georgios Paliouras   +2 more
exaly  

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