Abstract
Despite their potential in analytical requirements elicitation, goal-oriented approaches in Data warehouse (DW) projects have not been well exploited. The main difficulties in their adoption is the lack of assistance in goal elicitation and the lack of support in generating suitable information for decision-making, from the defined goals. To address these limitations, in this paper we introduce a decision-making ontology that formalizes the semantic relationships among the decision makers’ goals and explicitly relates the decision-making knowledge to the goals. In addition, this ontology is enriched with a set of queries and inference rules that provide for an automatic generation of suitable analytical requirements from the goals fulfilling any business process that the decision maker cares to analyze.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Giorgini, P., Rizzi, S., Garzetti, M.: GRAnd: A goal-oriented approach to requirement analysis in data warehouses. Decis Support Syst 45(1), 4–21 (2007)
Mazón, J.-N., Pardillo, J., Trujillo, J.: A model-driven goal-oriented requirement engineering approach for data warehouses. ER Workshops, LNCS 4802, 255–264 (2007)
Bargui, F., Feki, J., Ben-Abdallah, H.: A natural language approach for data mart schema design. In the 9th Int. ACIT, Tunisia (2008)
Mard, M., Dunne, R.R., obsborne, E., Rigby, J.S.: Driving your company’s value: strategic benchmarking for value. Wiley,  New Jersey (2004)
Bargui, F., Feki, J., Ben-Abdallah, H.: Vers une expression des besoins décisionnels en langage naturel. In Proc. 3ème Atelier sur les Systèmes Décisionnels, pp. 1–12 (2008)
Bargui, F., Ben-Abdallah, H., Feki, J.: Multidimensional Concept Extraction and Validation from OLAP Requirements in NL, pp. 199–206. In Proc IEEE NLP-KE, China (2009)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag London Limited
About this paper
Cite this paper
Bargui, F., Ben-Abdallah, H., Feki, J. (2011). A Decision-Making Ontology for Analytical Requirements Elicitation. In: Gelenbe, E., Lent, R., Sakellari, G. (eds) Computer and Information Sciences II. Springer, London. https://doi.org/10.1007/978-1-4471-2155-8_63
Download citation
DOI: https://doi.org/10.1007/978-1-4471-2155-8_63
Published:
Publisher Name: Springer, London
Print ISBN: 978-1-4471-2154-1
Online ISBN: 978-1-4471-2155-8
eBook Packages: EngineeringEngineering (R0)