The Process and Application of XML Data Mining

(2008) The Process and Application of XML Data Mining. In Wu, Y B & Song, M (Eds.) Handbook of Research on Text and Web Mining Technologies. IGI Global, United States, pp. 249-272.

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XML has gained popularity for information representation, exchange and retrieval. As XML material becomes more abundant, its heterogeneity and structural irregularity limit the knowledge that can be gained. The utilisation of data mining techniques becomes essential for improvement in XML document handling. This chapter presents the capabilities and benefits of data mining techniques in the XML domain, as well as, a conceptualization of the XML mining process. It also discusses the techniques that can be applied to XML document structure and/or content for knowledge discovery.

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ID Code: 13999
Item Type: Chapter in Book, Report or Conference volume (Chapter)
ORCID iD:
Nayak, Richiorcid.org/0000-0002-9954-0159
Measurements or Duration: 24 pages
Keywords: Clustering, Content, Frequent mining, Structure, XML
DOI: 10.4018/978-1-59904-990-8.ch015
ISBN: 978-1-59904-991-5
Pure ID: 33571257
Divisions: ?? 16 ??
Past > QUT Faculties & Divisions > Faculty of Science and Technology
Past > QUT Faculties & Divisions > Science & Engineering Faculty
Current > Research Centres > Australian Research Centre for Aerospace Automation
Copyright Owner: Consult author(s) regarding copyright matters
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Deposited On: 09 Jul 2008 00:00
Last Modified: 03 Mar 2024 10:15