Web mining: Information and pattern discovery on the World Wide Web

R. Cooley, B. Mobasher, Jaideep Srivastava

Research output: Contribution to journalArticlepeer-review

719 Scopus citations

Abstract

Application of data mining techniques to the World Wide Web, referred to as Web mining, has been the focus of several recent research projects and papers. However, there is no established vocabulary, leading to confusion when comparing research efforts. The term Web mining has been used in two distinct ways. The first, called Web content mining in this paper, is the process of information discovery from sources across the World Wide Web. The second, called Web usage mining, is the process of mining for user browsing and access patterns. In this paper we define Web mining and present an overview of the various research issues, techniques, and development efforts. We briefly describe WEBMINER, a system for Web usage mining, and conclude this paper by listing research issues.

Original languageEnglish (US)
Pages (from-to)558-567
Number of pages10
JournalProceedings of the International Conference on Tools with Artificial Intelligence
StatePublished - Dec 1 1997

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