X-warehouse: building query pattern-driven data warehouse for XML data

Zhang, Ji and Wang, Wei and Liu, Han and Zhang, Sheng (2005) X-warehouse: building query pattern-driven data warehouse for XML data. In: 14th International World Wide Web Conference (WWW'05), 10-14 May 2005, Chiba, Japan.

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Abstract

[Abstract]: In this paper, we propose an approach to materialize XML data warehouses based on the frequent query patterns discovered from historical queries issued by users. The schemas of integrated XML documents in the warehouse are built using these frequent query patterns represented as Frequent Query Pattern Trees (FreqQPTs). Using hierarchical clustering technique, FreqQPTs are clustered and merged to produce a specified number of integrated XML documents for actual data feeding. Maintenance issue of the data warehouse is also treated in this paper.


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Item Type: Conference or Workshop Item (Commonwealth Reporting Category E) (Paper)
Refereed: Yes
Item Status: Live Archive
Additional Information: Author version deposited in accordance with the copyright policy of the publisher. 'Copyright is held by the author/owner(s).'
Depositing User: Dr Ji Zhang
Faculty / Department / School: Historic - Faculty of Sciences - Department of Maths and Computing
Date Deposited: 08 Sep 2009 04:43
Last Modified: 02 Jul 2013 23:23
Uncontrolled Keywords: data warehouse; XML data; query patterns; data integration
Fields of Research (FOR2008): 08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080109 Pattern Recognition and Data Mining
URI: http://eprints.usq.edu.au/id/eprint/5637

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