Goal oriented requirements engineering in data warehouses: A comparative study
Ingeniería de requerimientos orientado a objetivos en almacenes de datos: un estudio comparativo
Keywords:
Requirements Engineering, Goal Oriented, Data Warehouses (en)Ingeniería de Requerimientos, Orientado a Objetivos, Almacenes de Datos (es)
Data warehouses provide historical information about the organization that needs to be analyzed by the decision makers; therefore, it is essential to develop them in the context of a strategic business plan. In recent years, a number of engineering approaches for goal-oriented requirements have been proposed, which can obtain the information requirements of a data warehouse using traditional techniques and the objectives of the modeling. This paper provides an overview and a comparative study of the treatment of the requirements in the existing approaches to serve as a starting point for further research.
Los almacenes de datos proveen información histórica de la organización que requiere ser analizada por los tomadores de decisiones, por lo que es primordial desarrollarlos en el contexto del plan estratégicos del negocio. En los últimos años se han propuesto una serie de enfoques de ingeniería de requerimientos orientada a objetivos que permiten obtener los requisitos de información, a cubrir por el almacén de datos, mediante técnicas tradicionales y del modelado de objetivos. Este trabajo, ofrece una visión general y un estudio comparativo del tratamiento de los requisitos en los actuales enfoques con el fin de servir de punto de inicio a posteriores trabajos de investigación.
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References
Avila, O., Goepp, V., & Kiefer, F. (2008). A framework to analyse is alignment approaches: Towards the definition of underlying alignment mechanisms. In Proceedings of MoDISE-EUS'08.
Babar, A., Cox, K., Tosic, V., Bleistein, S., & Verner, J. (2008). Integrating b-scp and map to manage the evolution of strategic it requirements. Information & Software Technology, 50(7-8), 815-831.
Bonifati, A., Cattaneo, F., Ceri, S., Fuggetta, A., & Paraboschi, F. (2001). Designing data marts for data warehouses. ACM Transactions on Software Engineering and Methodology, 10(4), 452-483.
Chung, L., Sampaio, J.-C., & Prado-Leite (2009). On non-functional requirements in software engineering. Conceptual Modeling: Foundations and Applications. Lecture Notes in Computer Science, 5600, 363-379.
Cravero, A., Mazón, J.-N., & Trujillo, J. (2013). A business-oriented approach to data warehouse development. Ingeniería e Investigación, 33(1), 59-65.
Cravero, A., & Sepúlveda, S. (2012). A chronological study of paradigms for data warehouse design. Ingeniería e Investigación, 32(2), 58-62.
Di-Tria, F., Lefons, E., & Tangorra, F. (2012). Hybrid methodology for data warehouse conceptual design by uml schemas. Information and Software Technology, 54, 360-379.
Etien, A., & Salinesi, C. (2005). Managing requirements in a co-evolution context. 13thIEEE Int. Conf on Requirements Engineering, Paris 29 Aug-2 Sept., 125-134.
Frendi, M., & Salinesi, C. (2003). Requirements engineering for data warehousing. CAiSE'03 Klagenfurt/Velden, Austria.
Gam, I., & Salinesi, C. (2006). A requirement-driven approach for designing data warehouses. Paris, France: Centre de Recherche en Informatique, Université Paris 1.
Giorgini, P., Rizzi, S., & Garzetti, M. (2005). Goal oriented requirement analysis for data warehouse design". In DOLAP'05, Bremen, Germany, nov., 47-56.
Giorgini, P., Rizzi, S., & Garzetti, M. (2008). Grand: A goal-oriented approach to requirement analysis in data warehouses. Decision Support Systems, 45, 4 - 21.
Glorio, O., Pardillo, J., Mazón, J.-N., & Trujillo, J. (2008). Dawara: An eclipse plugin for using i* on data warehouse requirement analysis. In RE '08 (pp. 317-318).
Golfarelli, M., & Rizzi, S. (2009). A survey on temporal data warehousing. International Journal of Data Warehousing and Mining, 5(1), 1-17.
IEEE. (1998). Ieee std 830-1998 ieee standard for software requirements specification. IEEE Computer Society.
Inmon, W. (1996). Building the data warehouse (2nd ed.).
Kavakli, E. (2002). Goal oriented requirements engineering: A unifying framework. Requirements Engineering.
Kavakli, E., & Loucopoulos, P. (2008). Goal modeling in requirements engineering: Analysis and critique. United States: CiteSeerX - Scientific Literature Digital Library and Search Engine. Retrieved from: http://citeseerx.ist.psu.edu/oai2.
Kimball, R. (1996). The data warehouse toolkit: Practical techniques for building dimensional data warehouses. Uk: John Wiley & Sons, Inc.
Kimball, R., & Ross, M. (2002). The data warehouse toolkit (2nd ed.). John Wiley & Sons.
Lapouchnian, A. (2005). Goal-oriented requirements engineering: An overview of the current research. Journal Requirements Engineering.
Mazón, J. N., Pardillo, J., & Trujillo, J. (2007). A model driven goal oriented requirement engineering approach for data warehouses. ER Workshops (RIGiM).
Mazón, J. N., Trujillo, J., & Lechtenbörger, J. (2007). Reconciling requirement driven data warehouses with data sources via multidimensional normal forms. Data and Know, Eng., 63(3), 725-751.
Prakash, N., & Gosain, A. (2003). Requirements driven data warehouse development. CAiSE Short Paper Proceedings, 13-17.
Prakash, N., & Gosain, A. (2008). An approach to engineering the requirements of data warehouses (pp. 49-72).
Rolland, C., Salinesi, C., & Etien, A. (2004). Eliciting gaps in requirements change. Requirement Engineering Journal, 9, 1-15.
Romero, O., & Abelló, A. (2009). A survey of multidimensional modeling methodologies. International Journal of Data Warehousing & Mining, 5(2), 1-23.
Silva-Paim, F., & F.B.-Castro, J. (2003). Dwarf: An approach for requirements definition and management of data warehouse systems. In Proceedings of the Requirements Engineering Conference, RE'03, 11th IEEE International, 75-84.
Sommerville, I. (2007). Software engineering (8th ed.). Harlow: Pearson Addison Wesley. Education Limited.
Weir, R., Peng, T., & Kerridge, J. (2003). Best practice for implementing a data warehouse. A Review for Strategic Alignment. Edinburgh, UK: School of Computing, Napier University.
Winter, R., & Strauch, B. (2003). A method for demand driven information requirements analysis in data warehousing projects. In HICSS'03, 231-242.
Yu, E. (1995). Modelling strategic relationships for process reengineering. Phd thesis, Computer Science Department, University of Toronto, Toronto (Canada).
Yu, E., & Mylopoulos, J. (1998). Why goal oriented requirements engineering? In Proc. 4th Int. Workshop on Requirements Engineering for Software Quality, Foundations of Software, Quality - REFSQ, 1522.
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Copyright (c) 2014 Ania Cravero Leal, Samuel Sepúlveda, Alejandro Mate, José Norberto Mazón, Juan Trujillo

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