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Multidimensional Design by Examples

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4081))

Abstract

In this paper we present a method to validate user multidimensional requirements expressed in terms of SQL queries. Furthermore, our approach automatically generates and proposes the set of multidimensional schemas satisfying the user requirements, from the organizational operational schemas. If no multidimensional schema is generated for a query, we can state that requirement is not multidimensional.

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References

  1. Abelló, A., Samos, J., Saltor, F.: YAM2 (Yet Another Multidimensional Model): An extension of UML. Information Systems 31(6), 541–567 (2006)

    Article  Google Scholar 

  2. Böhnlein, M., vom Ende, A.U.: Deriving Initial Data Warehouse Structures from the Conceptual Data Models of the Underlying Operational Information Systems. In: Proc. of 2nd Int. Workshop on Data Warehousing and OLAP (DOLAP 1999), pp. 15–21. ACM Press, New York (1999)

    Chapter  Google Scholar 

  3. Cabibbo, L., Torlone, R.: A Logical Approach to Multidimensional Databases. In: Schek, H.-J., Saltor, F., Ramos, I., Alonso, G. (eds.) EDBT 1998. LNCS, vol. 1377, pp. 183–197. Springer, Heidelberg (1998)

    Chapter  Google Scholar 

  4. Calvanese, D., Dragone, L., Nardi, D., Rosati, R., Trisolini, S.: Enterprise Modeling and Data Warehousing in TELECOM ITALIA. Information Systems (2006)

    Google Scholar 

  5. Giorgini, P., Rizzi, S., Garzetti, M.: Goal-oriented requirement analysis for data warehouse design. In: Proc. of 8th Int. Workshop on Data Warehousing and OLAP (DOLAP 2005), pp. 47–56. ACM Press, New York (2005)

    Chapter  Google Scholar 

  6. Golfarelli, M., Maio, D., Rizzi, S.: The Dimensional Fact Model: A Conceptual Model for Data Warehouses. Int. Journals of Cooperative Information Systems (IJCIS) 7(2-3), 215–247 (1998)

    Article  Google Scholar 

  7. Hüsemann, B., Lechtenbörger, J., Vossen, G.: Conceptual Data Warehouse Modeling. In: Proc. of DMDW (2000), CEUR-WS.org

  8. Kimball, R., Reeves, L., Thornthwaite, W., Ross, M.: The Data Warehouse Lifecycle Toolkit: Expert Methods for Designing, Developing and Deploying Data Warehouses. John Wiley & Sons, Inc., Chichester (1998)

    Google Scholar 

  9. Lenz, H.J., Shoshani, A.: Summarizability in OLAP and Statistical Data Bases. In: Proc. of SSDBM 1997, IEEE, Los Alamitos (1997)

    Google Scholar 

  10. Luján-Mora, S., Trujillo, J.: A comprehensive method for data warehouse design. In: Proc. of DMDW 2003, vol. 77 (2003), CEUR-WS.org

  11. Moody, D.L., Kortink, M.A.: From Enterprise Models to Dimensional Models: A Methodology for Data Warehouse and Data Mart Design. In: Proc. of DMDW (2000), CEUR-WS.org

  12. Winter, R., Strauch, B.: A Method for Demand-Driven Information Requirements Analysis in Data Warehousing Projects. In: Proc. of HICSS 2003, pp. 231–239. IEEE, Los Alamitos (2003)

    Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Romero, O., Abelló, A. (2006). Multidimensional Design by Examples. In: Tjoa, A.M., Trujillo, J. (eds) Data Warehousing and Knowledge Discovery. DaWaK 2006. Lecture Notes in Computer Science, vol 4081. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11823728_9

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  • DOI: https://doi.org/10.1007/11823728_9

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-37736-8

  • Online ISBN: 978-3-540-37737-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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