Skip to main content

MetaCube XTM: A Multidimensional Metadata Approach for Semantic Web Warehousing Systems

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2737))

Abstract

Providing access and search among multiple, heterogeneous, distributed and autonomous data warehouses has become one of the main issues in the current research. In this paper, we propose to integrate data warehouse schema information by using metadata represented in XTM (XML Topic Maps) to bridge possible semantic heterogeneity. A detailed description of an architecture that enables the efficient processing of user queries involving data from heterogeneous is presented. As a result, the interoperability is accomplished by a schema integration approach based on XTM. Furthermore, important implementation aspects of the MetaCube-XTM prototype, which makes use of the Meta Data Interchange Specification (MDIS), and the Open Information Model, complete the presentation of our approach.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Agrawal, R., Gupta, A., Sarawagi, A.: Modeling Multidimensional Databases. IBM Research Report, IBM Almaden Research Center (September 1995)

    Google Scholar 

  2. Albrecht. J., Lehner, W.: On-Line Analytical Processing in Distributed Data Warehouses. In: International Databases Engineering and Applications Symposium (IDEAS), Cardiff, Wales, U.K, July 8-10 (1998)

    Google Scholar 

  3. Ammoura, A., Zaiane, O., Goebel, R.: Towards a Novel OLAP Interface for Distributed Data Warehouses. In: Kambayashi, Y., Winiwarter, W., Arikawa, M. (eds.) DaWaK 2001. LNCS, vol. 2114, pp. 174–185. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  4. Blaschka, M., Sapia, C., Höfling, G., Dinter, B.: Finding your way through multidimensional data models. In: Proceeding of the 9th International DEXA Workshop, Vienna, Austria (August 1998)

    Google Scholar 

  5. Bruckner, R.M., Ling, T.W., Mangisengi, O., Tjoa, A.M.: A Framework for a Multidimensional OLAP Model using Topic Maps. In: Proceedings of the Second International Conference on WebInformation Systems Engineering (WISE 2001) Conference (Web Semantics Workshop), December 2001, vol. 2, pp. 109–118. IEEE Computer Society Press, Kyoto (2001); Computing Surveys, Vol. 22(3) (September 1990)

    Chapter  Google Scholar 

  6. Chaudhuri, S., Dayal, U.: An Overview of Data Warehousing and OLAP Technology. SIGMOD Record 26(1) (September 1997)

    Google Scholar 

  7. Fensel, D., Horrocks, I., Van Harmelen, F., Decker, S., Erdmann, M., Klein, M.: OIL in a Nutshell. In: Dieng, R., Corby, O. (eds.) EKAW 2000. LNCS (LNAI), vol. 1937, pp. 1–16. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  8. Garcia-Molina, H., Labio, W., Wiener, J.L., Zhuge, Y.: Distributed and Parallel Computing Issues in Data Warehousing. In: Proceedings of ACM Principles of Distributed Computing Conference (1999) (Invited Talk)

    Google Scholar 

  9. Gray, J., Bosworth, A., Layman, A., Pirahesh, H.: Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tabs, and Sub-Totals. In: Proceedings of ICDE 1996, New Orleans (February 1996)

    Google Scholar 

  10. Gross, J., Yellen, J.: Graph Theory and its applications. CRC Press, Boca Raton (1999)

    MATH  Google Scholar 

  11. Horrocks, I., Fensel, D., Broekstra, J., Decker, S., Erdmann, M., Goble, C., van Harmelen, F., Klein, M., Staab, S., Studer, R., Motta, E.: The Ontology Inference Layer OIL

    Google Scholar 

  12. Li, C., Wang, X.S.: A Data Model for Supporting On-Line Analytical Processing. In: Nicholas, C. (ed.) Intelligent Hypertext. LNCS, vol. 1326. Springer, Heidelberg (1997)

    Google Scholar 

  13. Mangisengi, O., Tjoa, A.M., Wagner, R.R.: Multidimensional Modelling Approaches for OLAP. In: Fong, J. (ed.) Proceedings of the Ninth International Database Conference Heterogeneous and Internet Databases 1999, Hong Kong (1999) ISBN 962-937-046-8

    Google Scholar 

  14. Mangisengi, O., Huber, J., Hawel, C., Essmayr, W.: A framework for supporting interoperability of data warehouse islands using XML. In: Kambayashi, Y., Winiwarter, W., Arikawa, M. (eds.) DaWaK 2001. LNCS, vol. 2114, pp. 328–338. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  15. Mattison, R.: Web Warehousing and Knowledge Management. McGraw-Hill, New York (1999)

    Google Scholar 

  16. Meta Data Coalition. Metadata Interchange Specification (MDIS) Version 1.1 (August 1997)

    Google Scholar 

  17. Meta Data Coalition. Open Information Model XML Encoding. Version 1.0 (December 1999), http://www.mdcinfo.com/

  18. Meta Data Coalition. Open Information Model. Version 1.1 (August 1999), http://www.mdcinfo.com/

  19. Nguyen, T.B., Tjoa, A.M., Wagner, R.R.: Conceptual multidimensional data model based on metaCube. In: Yakhno, T. (ed.) ADVIS 2000. LNCS, vol. 1909, p. 24. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  20. Nguyen, T.B., Tjoa, A.M., Mangisengi, O.: MetaCube-X: An XML Metadata Foundation for Interoperability Search among Web Warehouses. In: Proceedings of the 3rd Intl. Workshop DMDW 2001, Interlaken, witzerland, June 4 (2000)

    Google Scholar 

  21. The DARPA Agent Markup Language Homepage, http://daml.semanticweb.org/

  22. The Semantic Web Homepage, http://www.semanticweb.org/

  23. X.M.L. Topic Maps, (XTM) 1.0 Specification, http://www.topicmaps.org/xtm/1.0/

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2003 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Nguyen, T.B., Tjoa, A.M., Mangisengi, O. (2003). MetaCube XTM: A Multidimensional Metadata Approach for Semantic Web Warehousing Systems. In: Kambayashi, Y., Mohania, M., Wöß, W. (eds) Data Warehousing and Knowledge Discovery. DaWaK 2003. Lecture Notes in Computer Science, vol 2737. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45228-7_9

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-45228-7_9

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40807-9

  • Online ISBN: 978-3-540-45228-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics