Skip to main content

Modeling the Behavior of OLAP Applications Using an UML Compliant Approach

  • Conference paper
  • First Online:
Advances in Information Systems (ADVIS 2000)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1909))

Included in the following conference series:

Abstract

We argue that current approaches in the area of conceptual modeling of OLAP applications are lacking in some basic multidimensional (MD) semantics as well as they do not consider the behavior of these systems properly. In this context, this paper describes an OO conceptual modeling approach (based on a subset of UML) to address the above-mentioned issues. Thus, the structure of the system is specified by a class diagram, and from then, we define cube classes for specific user requirements. Then, the behavior of the system is considered by means of state and interaction diagrams (based on certain OLAP operations) on these cube classes.

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

Access this chapter

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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Proceedings of the ACM 2nd International Workshop on Data warehousing and OLAP, Kansas City, Missouri, USA, November 1999.

    Google Scholar 

  2. Grady Booch, James Rumbaugh, and Ivar Jacobson. The Unified Modeling Language User Guide. Addison-Wesley, 1998.

    Google Scholar 

  3. E.F. Codd, S.B. Codd, and C.T. Salley. Providing OLAP (On-Line Analytical Processing) to User Analyst: An IT Mandate. Available from Arbor Software’s web site. http://www.arborsoft.com/OLAP.html, 1996.

  4. M. Golfarelli, D. Maio, and S. Rizzi. Conceptual Design of Data Warehouses from E/R Schemes. In Proceedings of the 31st Hawaii Conference on System Sciences, pages 334–343, Kona, Hawaii, 1998.

    Google Scholar 

  5. M. Golfarelli and S. Rizzi. A methodological Framework for Data Warehouse Design. In Proceedings of the ACM 1st International Workshop on Data warehousing and OLAP, pages 3–9, Washington D.C., USA, November 1998.

    Google Scholar 

  6. V. Golpalkrishnan, Q. Li, and K. Karlapalem. Star/Snow-Flake Schema Driven Object-Relational Data Warehouse Design and Query Processing Strategies. In A. Min Tjoa, editors. In Proceedings of the First International Conference On Data Warehousing and Knowledge Discovery, volume 1676 of Lecture Notes in Computer Science. Springer-Verlag, 1999 Mohania and Tjoa [9]}, pages 11–22.

    Google Scholar 

  7. R. Kimball. The data warehousing toolkit. John Wiley, 1996.

    Google Scholar 

  8. W. Lenher. Modelling Large Scale OLAP Scenarios. In Advances in Database Technology-EDBT’98, volume 1377, pages 153–167. Lecture Notes in Computer Science, 1998.

    Google Scholar 

  9. Mukesh Mohania and A. Min Tjoa, editors. In Proceedings of the First International Conference On Data Warehousing and Knowledge Discovery, volume 1676 of Lecture Notes in Computer Science. Springer-Verlag, 1999.

    Google Scholar 

  10. TB. Pedersern and CS. Jensen. Multidimensional Data Modeling of Complex Data. In Proceedings of the 15th IEEE International Conference on Data Engineering, Sydney, Australia, 1999.

    Google Scholar 

  11. T. Ruf, J. Goerlich, and T. Reinfels. Dealing with Complex Reports in OLAP Applications. In A. Min Tjoa, editors. In Proceedings of the First International Conference On Data Warehousing and Knowledge Discovery, volume 1676 of Lecture Notes in Computer Science. Springer-Verlag, 1999 Mohania and Tjoa [9]}, pages 41–54.

    Google Scholar 

  12. C. Sapia. On Modeling and Predicting Query Behavior in OLAP Systems. In Proceedings of the International Workshop on Design and Management of Data Warehouses, pages 1–10, Heidelberg, Germany, June 1999.

    Google Scholar 

  13. C. Sapia, M. Blaschka, G. Höfling, and B. Dinter. Extending the E/R Model for the Multidimensional Paradigm. In Yahiko Kambayashi, Dik Lun Lee, Ee-Peng Lim, Mukesh K. Mohania, and Yoshifumi Masunaga, editors, In Proceedings of the First International Workshop on Data Warehouse and Data Mining, volume 1552 of Lecture Notes in Computer Science, pages 105–116. Springer-Verlag, 1998.

    Google Scholar 

  14. J. Trujillo, M. Palomar, and J. Gómez. Detecting patterns and OLAP operations in the GOLD model. In Proceedings of the ACM 2nd International Workshop on Data warehousing and OLAP [1], pages 48–53.

    Google Scholar 

  15. J. Trujillo, M. Palomar, and J. Gómez. Applying Object-Oriented Conceptual Modeling Techniques To The Design of Multidimensional Databases and OLAP Applications. In Hongjun Lu and Aoying Zhou, editors, In Proceedings of the First International Conference On Web-Age Information Management, volume 1846 of Lecture Notes in Computer Science, pages 83–94. Springer-Verlag, 2000.

    Google Scholar 

  16. N. Tryfona, F. Busborg, and J.G. Christiansen. starER: A Conceptual Model for Data Warehouse Design. In Proceedings of the ACM 2nd International Workshop on Data warehousing and OLAP [1], pages 3–8.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2000 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Trujillo, J., Gómez, J., Palomar, M. (2000). Modeling the Behavior of OLAP Applications Using an UML Compliant Approach. In: Yakhno, T. (eds) Advances in Information Systems. ADVIS 2000. Lecture Notes in Computer Science, vol 1909. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-40888-6_2

Download citation

  • DOI: https://doi.org/10.1007/3-540-40888-6_2

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-41184-0

  • Online ISBN: 978-3-540-40888-8

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics