An approach to enabling spatial OLAP by aggregating on spatial hierarchy

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2737, Issue , 2003, Pages 35-44

  Zhang, Long ^a   Li, Ying ^a   Rao, Fangyan ^a   Yu, Xiulan ^a   Chen, Ying ^a   Liu, Dong ^a  

^a IBM CHINA RESEARCH LAB   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; QUERY PROCESSING;

BUSINESS DATA; PRE-AGGREGATION; PROTOTYPE SYSTEM; SPATIAL ANALYSIS; SPATIAL HIERARCHY; SPATIAL INDEXES; SPATIAL INFORMATIONS; SPATIAL OLAP;

DATA WAREHOUSES;

EID: 34547635870     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-45228-7_5     Document Type: Article

References (14)

1. Baralis, E., Paraboschi, S., Teniente, E.: Materialized View Selection in a Multidimensional Database. Proceedings of VLDB Conference, 1997.
2. Colossi, N., Malloy, W., Reinwald, B.: Relational extensions for OLAP. IBM SYSTEMS JOURNAL, VOL 41, NO 4, 2002.
3. David W. Adler. DB2 Spatial Extender - Spatial data within the RDBMS. Proceedings of VLDB Conference, pp 687-690, 2001.
4. Daratech: Geographic Information Systems Markets and Opportunities. Daratech, Inc. 2000.
5. Gray, J., Chaudhuri, S., Bosworth, A., et al.: Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals. Data Mining and Knowledge Discovery Journal, Vol 1, 29-53 ,1997.
6. Gaede, V., Gnther, O.: Multidimensional Access Methods. ACM Computing Surveys, 1997.
7. Gupta, H.: Selection of Views to Materialize in a Data Warehouse. Proceedings of International Conference on Database Theory , 1997.
8. Han, J., Kamber, M.: Data Mining: Concepts and Techniques. Morgan Kaufmann Publisher, Inc. 2001.
9. Han, J., Stefanovic, N., Koperski, K.: Selective Materialization: An Efficient Method for Spatial Data Cube Construction. Proceedings of PAKDD Conference, 1998.
10. Java OLAP Interface (JOLAP), version 0.85. Java Community Process, May 2002. Available at http://jcp.org/en/jsr/detail?id=069.
11. Kothui, R.K.V., Ravada, S., Abugov, D.: Quadtree and R-tree Indexes in Oracle Spatial: A Comparison using GIS Data. ACM SIGMOD Conference, 2002.
12. Papadias, D., Kalnis, P., Zhang, J., Tao, Y.: Efficient OLAP operations in spatial data warehouses. Technical Report HKUST-CS01-01, Jan. 2001.
13. Papadias, D., Tao, Y., Kalnis, P., Zhang, J.: Indexing Spatio-Temporal Data Warehouses. Proceedings of International Conference on Data Engineering, 2002.
14. Stefanovic, N., Han, J., Koperski, K.: Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes. TKDE 12(6): 938-958 (2000)