Title :
On mining association rules with semantic constraints in XML
Author :
Shahriar, Md Sumon ; Liu, Jixue
Author_Institution :
CSIRO, Tasmanian ICT Centre, Hobart, TAS, Australia
Abstract :
An improved association rule mining technique with semantic constraints is proposed in XML. The semantic constraints are expressed through the use of close properties of items in an XML document that conforms to a schema definition. The proposed association rule mining with semantic constraints can be used for mining both contents and structures in XML.
Keywords :
XML; data mining; XML document; association rule mining; content mining; schema definition; semantic constraints; structure mining; Association rules; Clustering algorithms; Context; Mercury (metals); Semantics; XML;
Conference_Titel :
Digital Information Management (ICDIM), 2011 Sixth International Conference on
Conference_Location :
Melbourn, QLD
Print_ISBN :
978-1-4577-1538-9
DOI :
10.1109/ICDIM.2011.6093337
