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What is Web Usage Mining

Encyclopedia of Information Science and Technology, Third Edition
The process of extracting useful usage patterns from the Web data.
Published in Chapter:
The State of the Art in Web Mining
Tad Gonsalves (Department of Information and Communication Sciences, Sophia University, Japan)
Copyright: © 2015 |Pages: 11
DOI: 10.4018/978-1-4666-5888-2.ch187
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More Results
Mining User Activity Data In Higher Education Open Systems: Trends, Challenges, and Possibilities
As a sub-field of data mining, Web usage mining focuses specifically on finding patterns relating to users of a Web based system: who they are, what they tend to do, etc. In contrast, other types of Web data mining (e.g., Web text mining) might focus on finding patterns in the content itself. Web usage mining relies on data captured behind the scene in server logs and databases.
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Web Mining: A Conceptual Overview on Intelligent Information Retrieval Systems
Based on the interaction of Internet-users with Web sites, Web usage mining copes with the identification of commercially valuable information in order to create personalized Web-pages or provide enhanced search engines.
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Hyperlink Structure Inspired by Web Usage
Extracting useful information from the Web usage statistics.
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Web Usage Mining: Concept and Applications at a Glance
It is defined as the application of data mining techniques to extract the patterns of information from web log data.
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Identifying Users Stereotypes for Dynamic Web Pages Customization
Set of techniques to generate patterns and discover knowledge from the web usage data.
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Web Usage Mining
Harvesting and processing data for the purpose of uncovering usage and navigation patterns of Web users. This is usually recognized as a sub-category of Web Mining . The additional elements of this broader term are Web Content Mining and Web Structure Mining . These focus, respectively, on the information content of Web documents, and on the hyperlink structure among Web documents.
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Semantic Web Adaptation
An application of data mining methodologies to Web access logs in order to discover trends and regularities in navigation patterns of Web users.
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Peer-to-Peer Usage Analysis
With the growing popularity of the World Wide Web, large volumes of data such as the user’s address or requested URLs are automatically gathered by Web servers and stored in access log files (access log, error log …). Analysis of such files in order to understand user behavior is called Web usage mining and can provide useful information to improve a network’s performance, to rebuild a Web site dynamically, or even to target customers in an e-business environment.
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Statistical Methods for User Profiling in Web Usage Mining
The branch of Web mining that refers to the study of way of use for a Website.
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