Incremental mining of frequent XML query patterns

The discovering of frequent XML query patterns gains its focus due to its many applications in XML data management, and several algorithms have been proposed to discover frequent query patterns using the frequent structure mining techniques. In this paper we consider the problem of incremental minin...

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Bibliographic Details
Published inFourth IEEE International Conference on Data Mining (ICDM'04) pp. 343 - 346
Main Authors Yi Chen, Liang Huai Yang, Yu Guo Wang
Format Conference Proceeding
LanguageEnglish
Published IEEE 2004
Subjects
Application software
Computer science
Data mining
Encoding
Frequency
Internet
Knowledge management
Software algorithms
Transaction databases
XML
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Summary:The discovering of frequent XML query patterns gains its focus due to its many applications in XML data management, and several algorithms have been proposed to discover frequent query patterns using the frequent structure mining techniques. In this paper we consider the problem of incremental mining of frequent XML query patterns. We propose a method to minimize the I/O and computation requirements for handling incremental updates.
ISBN:0769521428
9780769521428
DOI:10.1109/ICDM.2004.10025