Automating multidimensional design from ontologies

DOLAP: Proceedings of the ACM International Workshop on Data Warehousing and OLAP

Volumn , Issue , 2007, Pages 1-8

  Romero, Oscar ^a   Abelló, Alberto ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

multidimensional design; OLAP; ontologies

Indexed keywords

DATA WAREHOUSES;

BUSINESS DOMAIN; DOMAIN ONTOLOGIES; HETEROGENEOUS DATA SOURCES; MULTIDIMENSIONAL DESIGN; NEW APPROACHES; OLAP; ONTOLOGY'S;

ONTOLOGY;

EID: 79959629595     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1317331.1317333     Document Type: Conference Paper

References (18)

1. 2 (Yet Another Multidimensional Model): An extension of UML. Information Systems, 31(6):541-567, 2006.
2. F. Baader, D. Calvanese, D. L. McGuinness, D. Nardi, and P. F. Patel-Schneider, editors. The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press, 2003.
3. F. Baader and R. Küsters. Matching Concept Descriptions with Existential Restrictions. In Proc. of 7th Conf. on Principles of Knowledge Representation and Reasoning, pages 261-272. M. Kaufmann, 2000.
4. S. S. Bhowmick, S. K. Madria, W. K. Ng, and E.-P. Lim. Web Warehousing: Design and Issues. In Proc. of ER '98 Workshops on Advances in Database Technologies, volume 1552 of LNCS, pages 93-104. Springer, 1999.
5. L. Cabibbo and R. Torlone. A Logical Approach to Multidimensional Databases. In Proc. of 6th Int. Conf. on Extending Database Technology, volume 1377 of LNCS, pages 183-197. Springer, 1998.
6. P. Giorgini, S. Rizzi, and M. Garzetti. Goal-oriented Requirement Analysis for Data Warehouse Design. In Proc. of 8th Int. Workshop on Data Warehousing and OLAP, pages 47-56. ACM Press, 2005.
7. M. Golfarelli, D. Maio, and S. Rizzi. The Dimensional Fact Model: A Conceptual Model for Data Warehouses. Int. Journal of Cooperative Information Systems, 7(2-3):215-247, 1998. (Pubitemid 128693085)
8. I. Horrocks, O. Kutz, and U. Sattler. The Even More Irresistible SROIQ. In Proc. of 10th Int. Conf. on Principles of Knowledge Representation and Reasoning, pages 57-67. AAAI Press, 2006.
9. B. Hüsemann, J. Lechtenbörger, and G. Vossen. Conceptual Data Warehouse Modeling. In Proc. of 3rd Int. Workshop on Design and Management of Data Warehouses. CEUR-WS.org, 2000.
10. M. R. Jensen, T. Holmgren, and T. B. Pedersen. Discovering Multidimensional Structure in Relational Data. In 6th Int. Conf. on Data Warehousing and Knowledge Discovery, volume 3181 of LNCS, pages 138-148. Springer, 2004.
11. R. Kimball, L. Reeves, W. Thornthwaite, and M. Ross. The Data Warehouse Lifecycle Toolkit: Expert Methods for Designing, Developing and Deploying Data Warehouses. John Wiley & Sons, Inc., 1998.
12. H. Lenz and A. Shoshani. Summarizability in OLAP and Statistical Data Bases. In Proc. of 9th Int. Conf. on Scientific and Statistical Database Management, pages 132-143. IEEE, 1997.
13. C. Phipps and K. C. Davis. Automating Data Warehouse Conceptual Schema Design and Evaluation. In Proc. of 4th Int. Workshop on Design and Management of Data Warehouses, volume 58, pages 23-32. CEUR-WS.org, 2002.
14. O. Romero and A. Abelló. Generating Multidimensional Schemas from the Semantic Web. In Proc. of CAiSE Forum'07, Poster, volume 247, pages 69-72. CEUR-WS.org, 2007.
15. O. Romero and A. Abelló. Multidimensional Design by Examples. In Proc. of 8th Int. Conf. on Data Warehousing and Knowledge Discovery, volume 4081 of LNCS, pages 85-94. Springer, 2006.
16. T. Berners-Lee and J. Hendler and O. Lassila. The Semantic Web. Scientific American, 284(5), 2001.
17. B. Vrdoljak, M. Banek, and S. Rizzi. Designing Web Warehouses from XML Schemas. In Proc. of 5th Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK 2003), volume 2737 of LNCS, pages 89-98. Springer, 2003.
18. R. Winter and B. Strauch. A Method for Demand-Driven Information Requirements Analysis in DW Projects. In Proc. of 36th Annual Hawaii Int. Conf. on System Sciences, pages 231-239. IEEE, 2003.