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What is Frequent Patterns Mining

Chapter 14
Handbook of Research on Text and Web Mining Technologies
A data mining area focussing on the extraction of frequent patterns from a given data.
Published in Chapter:
Frequent Mining on XML Documents
Sangeetha Kutty (Queensland University of Technology, Australia)
Copyright: © 2009 |Pages: 22
DOI: 10.4018/978-1-59904-990-8.ch014
Abstract
With the emergence of XML standardization, XML documents have been widely used and accepted in almost all the major industries. As a result of the widespread usage, it has been considered essential to not only store these XML documents but also to mine them to discover useful information from them. One of the very popular techniques to mine XML documents is frequent pattern mining, which has huge potential in varied domains such as bio-informatics, network analysis. This chapter presents some of the existing techniques to discover frequent patterns from XML documents. It also covers the applications and addresses the major issues in mining XML documents. Frequent Patterns: Patterns which occurs more than a user-specified threshold limit (minimum support or min_supp) in a given database.
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