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2011 IEEE 11th International Conference on Computer and Information Technology
Navigating Measurements by Cross-Classifications in Multi-use Data Warehouse
Paphos, Cyprus
August 31-September 02
ISBN: 978-0-7695-4388-8
| ASCII Text | x | ||
| Jie Song, Yubin Bao, Zhiliang Zhu, "Navigating Measurements by Cross-Classifications in Multi-use Data Warehouse," Computer and Information Technology, International Conference on, pp. 409-414, 2011 IEEE 11th International Conference on Computer and Information Technology, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/CIT.2011.14, author = {Jie Song and Yubin Bao and Zhiliang Zhu}, title = {Navigating Measurements by Cross-Classifications in Multi-use Data Warehouse}, journal ={Computer and Information Technology, International Conference on}, volume = {0}, year = {2011}, isbn = {978-0-7695-4388-8}, pages = {409-414}, doi = {http://doi.ieeecomputersociety.org/10.1109/CIT.2011.14}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Computer and Information Technology, International Conference on TI - Navigating Measurements by Cross-Classifications in Multi-use Data Warehouse SN - 978-0-7695-4388-8 SP409 EP414 A1 - Jie Song, A1 - Yubin Bao, A1 - Zhiliang Zhu, PY - 2011 KW - Data warehouse KW - Facets KW - Data cube KW - Cross-classification VL - 0 JA - Computer and Information Technology, International Conference on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CIT.2011.14
In a traditional data warehouse, "subject oriented" means that all the measurements relating to the same real-world event or object are linked together. The measurements are classified and navigated by "subject". But in a multi-use data warehouse, users want to classify and navigate the measurements by mutable cross-classifications flexibly. It is hard to find a universal "subject" to support all usages. In this paper, we propose a classification cube for navigating measurements by cross-classifications, the cell of classification cube is a facet which is aggregated by classification-specified measurements. The model supports to switch classifications, to combine classifications into a cross-classification, and to navigate to any classification-specified facets easily by queries and OLAP operations, further to provide users a flexible and customized view of measurements. At last, some experiments show that the proposed model is effective.
Index Terms:
Data warehouse, Facets, Data cube, Cross-classification
Citation:
Jie Song, Yubin Bao, Zhiliang Zhu, "Navigating Measurements by Cross-Classifications in Multi-use Data Warehouse," cit, pp.409-414, 2011 IEEE 11th International Conference on Computer and Information Technology, 2011
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