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A New Web Usage Mining and Visualization Tool
19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007), 2007This 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
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Evaluating the markov assumption for web usage mining
Proceedings of the fifth ACM international workshop on Web information and data management - WIDM '03, 2003Web 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
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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 ...
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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
2000For 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
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Improving Web Sites with Web Usage Mining, Web Content Mining, and Semantic Analysis
2006With 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
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Integrating Web Conceptual Modeling and Web Usage Mining
2006We 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
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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, 2000Jaideep Srivastava +2 more
exaly
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction, 2003Georgios Paliouras +2 more
exaly

