Discovering Knowledge from XML Documents
Nayak, Richi (2005) Discovering Knowledge from XML Documents. In Wang, John (Ed.) Encyclopedia of Data Warehousing and Mining. Idea Group Reference (IGI Global), Hershey, PA.
XML is the new standard for information exchange and retrieval. As XML material becomes more abundant, the ability to gain knowledge from XML sources decreases due to their heterogeneity and structural irregularity. Thus utilizing data mining techniques for improving XML document handling becomes essential. This chapter presents a taxonomy of XML mining and explicitly expresses the available classes of XML material. This chapter also presents a number of techniques and tools that can be applied on structure or content of XML documents for the aim of knowledge discovery.
Impact and interest:
Citation countsare sourced monthly fromand citation databases.
These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.
Citations counts from theindexing service can be viewed at the linked Google Scholar™ search.
Full-text downloadsdisplays the total number of times this work’s files (e.g., a PDF) have been downloaded from QUT ePrints as well as the number of downloads in the previous 365 days. The count includes downloads for all files if a work has more than one.
|Item Type:||Book Chapter|
|Additional Information:||Posted with the permission of the copyright owner for your personal use only. No further distribution is permitted without permission of the copyright owner.|
|Keywords:||data mining, XML, knowledge discovery|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000)|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology|
|Copyright Owner:||Copyright 2005 Idea Group Reference(IGI Global)|
|Copyright Statement:||This chapter appears in "Encyclopedia of Data Warehousing and Mining" edited by John Wang> Copyright 2005, IGI Global, www.igi-pub.com. Posted by permission of the publisher.|
|Deposited On:||10 Feb 2006|
|Last Modified:||29 Feb 2012 23:10|
Repository Staff Only: item control page