Transforming multidimensional models into OWL-DL ontologies

Proceedings - International Conference on Research Challenges in Information Science

Volumn , Issue , 2012, Pages

  Prat, Nicolas ^a   Akoka, Jacky ^b   Comyn Wattiau, Isabelle ^a  

^a ESSEC BUSINESS SCHOOL   (France)

^b CEDRIC CNAM   (France)

Author keywords

business intelligence; multidimensional model; OLAP; ontology; OWL DL; spatiotemporal data warehouse

Indexed keywords

DECISION MAKERS; META MODEL; MULTI-DIMENSIONAL MODEL; OLAP; ONTOLOGY TOOLS; OWL ONTOLOGIES; OWL-DL; SPATIO-TEMPORAL DATA; TRANSFORMATION RULES;

COMPETITIVE INTELLIGENCE; GEOMETRY; INFORMATION SCIENCE; ONTOLOGY; RESEARCH;

DATA WAREHOUSES;

EID: 84865044404     PISSN: 21511349     EISSN: 21511357     Source Type: Conference Proceeding    
DOI: 10.1109/RCIS.2012.6240451     Document Type: Conference Paper

References (29)

1. S. Chaudhuri, U. Dayal, and V. Narasayya, "An overview of business intelligence technology", Communications of the ACM, vol. 54, no. 8, August 2011, pp. 88-98.
2. W3C, "RDF Primer", http://www.w3.org/TR/rdf-primer/, February 2004.
3. G. Antoniou and F. van Harmelen, "Web Ontology Language: OWL", in S. Staab and R. Studer (eds.), Handbook on Ontologies, Springer, 2009, pp. 91-110.
4. C. Bizer, T. Heath and T. Berners-Lee, "Linked data - the story so far", International Journal on Semantic Web and Information Systems, vol. 5, no. 3, 2009, pp. 1-22.
5. G. Davis, P. Gray, S. Madnick, J. Nunamaker, R. Sprague, and A. Whinston, "Ideas for the future of the IS field", ACM Transactions on Management Information Systems, vol. 1, no. 1, December 2010.
6. B. Grosof, I. Horrocks, R. Volz, and S. Decker, "Description logic programs: combining logic programs with description logic", Proc. of WWW 2003, Budapest, Hungary, May 2003.
7. T. Niemi and M. Niinimäki, "Ontologies and summarizability in OLAP", Proc. of SAC'10, Sierre, Switzerland, March 2010.
8. V. Nebot, R. Berlanga, J. Pérez, M. Aramburu, and T. Pedersen, "Multidimensional integrated ontologies: a framework for designing semantic data warehouses", Journal on Data Semantics XIII, 2009, pp. 1-36.
9. G. Xie, Y. Yang, S. Liu, Z. Qiu, Y. Pan, and X. Zhou, "EIAW: towards a business-friendly data warehouse using semantic Web technologies", Proc. of ISWC/ASWC 2007, Busan, Korea, November 2007.
10. I. Astrova, "Rules for mapping SQL relational databases to OWL ontologies", Proc. of MTSR 2007, Corfu Island, Greece, October 2007.
11. G. Bumans and K. Cerans, "RDB2OWL: a practical approach for transforming RDB data into RDF/OWL", Proc. of I-SEMANTICS 2010, Graz, Austria, September 2010.
12. Z. Qu and S. Tang, "Research on transforming relational database into enriched ontology", Proc. of ICACTE'08, Phuket, Thailand, December 2008.
13. S.H. Tirmizi, J. Sequeda, and D. Miranker, "Translating SQL applications to the semantic Web", Proc. of DEXA 2008, Turin, Italy, September 2008.
14. N. Prat, I. Comyn-Wattiau, and J.Akoka, "Combining objects with rules to represent aggregation knowledge in data warehouse and OLAP systems", Data & Knowledge Engineering, vol. 70, no. 8, August 2011, pp. 732-752.
15. Object Management Group, OMG Formal Specifications, http://www.omg.org/ spec/.
16. T. Pedersen and C. Jensen, "Multidimensional data modeling for complex data", Proc. of ICDE 1999, Sydney, Australia, March 1999.
17. N. Prat, J. Akoka, and I. Comyn-Wattiau, "A UML-based data warehouse design method", Decision Support Systems, vol. 42, no. 3, December 2006, pp. 1449-1473.
18. A. Tripathy, L. Mishra, and P. Patra, "A multi dimensional design framework for querying spatial data using concept lattice", Proc. of IACC 2010, Patiala, India, February 2010.
19. L. Gomez, S. Haesevoets, B. Kuijpers, and A. Vaisman, "Spatial aggregation: data model and implementation", Information Systems, vol. 34, no. 6, September 2009, pp. 551-576.
20. S. Rivest, Y. Bédard, and P. Marchand, "Toward better support for spatial decision making : defining the characteristics of Spatial On-Line Analytical Processing (SOLAP)", Geomatica, vol. 55, no. 4, 2001, pp. 539-555.
21. Y. Bédard, S. Rivest, and M. Proulx, "Spatial On-Line Analytical Processing (SOLAP): concepts, architectures and solutions from a geomatics engineering perspective", in R. Wrembel and C. Koncilia (eds.), Data Warehouses and OLAP: Concepts, Architectures and Solutions, IRM Press 2007, pp. 298-319.
22. E. Malinowski and E. Zymani, "Representing spatiality in a conceptual multidimensional model", in Proc. of GIS'04, Washington, DC, USA, November 2004, pp. 12-22.
23. J. da Silva, V. Times, and A.C. Salgado, "An open source and Web based framework for geographic and multidimensional processing", Proc. of SAC'06, Dijon, France, April 2006, pp.63-67.
24. K. Boulil, S. Bimonte, and F. Pinet, "Un modèle UML et des contraintes OCL pour les entrepôts de données spatiales : de la représentation conceptuelle à l'implémentation", Ingénierie des Systèmes d'Information, vol.16, no. 6, 2011.
25. S. Shekar, C. Lu, X. Tan, S. Chang, and R. Vastrai, "Map Cube : a visualization tool for Spatial data warehouses", in H. Miller and J. Han (eds.), Geographic Data Mining and Knowledge Discovery, Taylor and Francis, London, 2001, pp. 74-90.
26. F. Moreno, F. Arango, and R. Fileto, "Extending the map cube operator with multiple spatial aggregate functions and map overlay", Proc. of Geoinformatics 2009, Fairfax, VA, USA, August 2009.
27. S. Bimonte, M. Villanova-Olivier, and J. Gensel, " A multidimensional model for correct aggregation of geographic measures", in P.N. San-Banto Furtado (ed.), Evolving Application Domains of Data Warehousing and Mining, Information Science Reference, N.Y., 2010.
28. H.J. Lenz and A. Shoshani, "Summarizability in OLAP and statistical data bases", Proc. of SSDBM 1997, Olympia, Washington, USA, August 1997.
29. D. Berardi, D. Calvanese, and G. de Giacomo, "Reasoning on UML class diagrams", Artificial Intelligence, vol. 168, no. 1-2, October 2005, pp. 70-118.