Template guided association rule mining from XML documents

Compared with traditional association rule mining in the structured world (e.g. Relational Databases), mining from XML data is confronted with more challenges due to the inherent flexibilities of XML in both structure and semantics. The major challenges include 1) a more complicated hierarchical data structure; 2) an ordered data context; and 3) a much bigger size for each data element. In order to make XML-enabled association rule mining truly practical and computationally tractable, we propose a practical model for mining association rules from XML documents and demonstrate the usability and effectiveness of model through a set of experiments on real-life data. Categories and Subject Descriptors H.2.8 [Database Applications]: Data Mining General Terms Design, Experimentation, Performance Keywords XML, Data Mining, Association Rule Mining.

• Type: Conference
• Year: 2006
• Where: WWW
• Authors: Rahman Ali Mohammadzadeh, Sadegh Soltan, Masoud Rahgozar
• Keywords: Association Rule Mining, Data Mining, Internet Technology, Mining General Terms, WWW 2006