A Study of XML models for data mining : representations, methods, and issues
Kutty, Sangeetha, Nayak, Richi, & Tran, Tien (2011) A Study of XML models for data mining : representations, methods, and issues. In Tagarelli, Andrea (Ed.) XML Data Mining : Models, Methods, and Applications. IGI Global Publishing, Hershey, PA, pp. 1-28.
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With the increasing number of XML documents in varied domains, it has become essential to identify ways of finding interesting information from these documents. Data mining techniques were used to derive this interesting information. Mining on XML documents is impacted by its model due to the semi-structured nature of these documents. Hence, in this chapter we present an overview of the various models of XML documents, how these models were used for mining and some of the issues and challenges in these models. In addition, this chapter also provides some insights into the future models of XML documents for effectively capturing the two important features namely structure and content of XML documents for mining.
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|Item Type:||Book Chapter|
|Keywords:||XML, STRUCTURE, CONTENT, DATA MINING|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > DATA FORMAT (080400)|
|Divisions:||Past > QUT Faculties & Divisions > Faculty of Science and Technology
Past > Schools > Mathematical Sciences
|Copyright Owner:||Copyright 2012 IGI Global Publishing|
|Deposited On:||20 Dec 2011 22:20|
|Last Modified:||29 Dec 2011 05:54|
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