Abstract
Developing a data warehouse (DW) is a complex, time consuming and prone to fail task. Different DW models and methods have been presented during the last few years. However, none of them addresses the whole development process in an integrated manner. In this paper, we present a DW development method, based on the Unified Modeling Language (UML) and the Unified Process (UP), which addresses the design and development of both the DW back-stage and front-end. We extend the UML in order to accurately represent the different parts of a DW. Our proposal provides a seamless method for developing DWs.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Inmon, W.: Building the Data Warehouse. QED Press/John Wiley (1992); (Last edition: 3rd edition, John Wiley & Sons, 2002)
Object Management Group (OMG): Unified Modeling Language Specification 1.5. Internet (2003), http://www.omg.org/cgi-bin/doc?formal/03-03-01
Jacobson, I., Booch, G., Rumbaugh, J.: The Unified Software Development Process. In: Object Technology Series, Addison-Wesley, Reading (1999)
Golfarelli, M., Rizzi, S.: A Methodological Framework for Data Warehouse Design. In: Proc. of the ACM 1st Intl. Workshop on Data Warehousing and OLAP (DOLAP 1998), Bethesda, USA, pp. 3–9 (1998)
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)
Tryfona, N., Busborg, F., Christiansen, J.: starER: A Conceptual Model for Data Warehouse Design. In: Proc. of the ACM 2nd Intl. Workshop on Data Warehousing and OLAP (DOLAP 1999), Kansas City, USA (1999)
Husemann, B., Lechtenborger, J., Vossen, G.: Conceptual Data Warehouse Design. In: Proc. of the 2nd Intl. Workshop on Design and Management of Data Warehouses (DMDW 2000), Stockholm, Sweden, pp. 3–9 (2000)
Trujillo, J., Palomar, M., Gómez, J., Song, I.: Designing Data Warehouses with OO Conceptual Models. IEEE Computer, special issue on Data Warehouses 34, 66–75 (2001)
Abell, A., Samos, J., Saltor, F.: A Framework for the Classification and Description of Multidimensional Data Models. In: Mayr, H.C., Lazanský, J., Quirchmayr, G., Vogel, P. (eds.) DEXA 2001. LNCS, vol. 2113, pp. 668–677. Springer, Heidelberg (2001)
Kimball, R.: The Data Warehouse Toolkit, 2nd edn. John Wiley & Sons, Chichester (1996); (Last edition: 2nd edition, John Wiley & Sons, 2002)
Giovinazzo, W.: Object-Oriented Data Warehouse Design. In: Building a star schema, Prentice-Hall, New Jersey (2000)
Cavero, J., Piattini, M., Marcos, E.: MIDEA: A Multidimensional Data Warehouse Methodology. In: Proc. of the 3rd Intl. Conf. on Enterprise Information Systems (ICEIS 2001), Setubal, Portugal, pp. 138–144 (2001)
Moody, D., Kortink, M.: From Enterprise Models to Dimensional Models: A Methodology for Data Warehouse and Data Mart Design. In: Proc. of the 3rd Intl. Workshop on Design and Management of Data Warehouses (DMDW 2001), Interlaken, Switzerland, pp. 1–10 (2001)
Kimball, R., Reeves, L., Ross, M., Thornthwaite, W.: The data warehouse lifecycle toolkit. John Wiley & Sons, Chichester (1998)
Jarke, M., Lenzerini, M., Vassiliou, Y., Vassiliadis, P.: Fundamentals of Data Warehouses, 2nd edn. Springer, Heidelberg (2003)
Lujn-Mora, S., Trujillo, J., Song, I.: Extending UML for Multidimensional Modeling. In: Jézéquel, J.-M., Hussmann, H., Cook, S. (eds.) UML 2002. LNCS, vol. 2460, pp. 290–304. Springer, Heidelberg (2002)
Lujn-Mora, S., Trujillo, J., Song, I.: Multidimensional Modeling with UML Package Diagrams. In: Spaccapietra, S., March, S.T., Kambayashi, Y. (eds.) ER 2002. LNCS, vol. 2503, pp. 199–213. Springer, Heidelberg (2002)
Trujillo, J., Lujn-Mora, S.: A UML Based Approach for Modeling ETL Processes in Data Warehouses. In: Song, I.-Y., Liddle, S.W., Ling, T.-W., Scheuermann, P. (eds.) ER 2003. LNCS, vol. 2813, pp. 307–320. Springer, Heidelberg (2003)
Object Management Group (OMG): Common Warehouse Metamodel (CWM) Specification 1.0. Internet (2001), http://www.omg.org/cgi-bin/doc?ad/2001-02-01
Bruckner, R., List, B., Schiefer, J.: Developing Requirements for Data Warehouse Systems with Use Cases. In: Proc. of the 7th Americas Conf. on Information Systems (AMCIS 2001), Boston, USA, pp. 329–335 (2001)
Arlow, J., Neustadt, I.: UML and the Unified Process. In: Object Technology Series, Addison-Wesley, Reading (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Luján-Mora, S., Trujillo, J. (2004). A Data Warehouse Engineering Process. In: Yakhno, T. (eds) Advances in Information Systems. ADVIS 2004. Lecture Notes in Computer Science, vol 3261. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30198-1_3
Download citation
DOI: https://doi.org/10.1007/978-3-540-30198-1_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-23478-4
Online ISBN: 978-3-540-30198-1
eBook Packages: Computer ScienceComputer Science (R0)