Publication year: 2007
ISBN: 978-3-540-77485-3
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The discipline of data mining delivers methodologies and tools for the an- ysis of large data volumes and the extraction of comprehensible and non-trivial insights from them. Web mining, a much younger discipline, concentrates on the analysisofdata pertinentto the Web.Web mining methods areappliedonusage data and Web site content; they strive to improve our understanding of how the Web is used, to enhance usability and to promote mutual satisfaction between e-business venues and their potential customers.Many ofthe infancy problems in Web mining have been solvedby now, but the tremendous potential for new and improved uses, as well as misuses, of the Web are leading to new challenges.
Subject: Computer Science, DOM, Session, algorithms, association rule mining, classification, clustering, data mining, filtering, graph mining, learning, machine learning, pattern mining, recommender systems, security, user profiling