On mining association rules with semantic constraints in XML

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.