Abstract
In both, bus of data marts and agile data warehouse development, it is required to select the next product part to be developed. Whereas this issue is not addressed in the former, agile development approaches leave selection from a backlog to the product owner. We provide an approach to backlog selection that is rooted in the decision-making process. Our task is to first select a decision from a backlog of decisions and then select from the backlog of information relevant to it. Three yardsticks are considered for decision selection, business importance, decision structure and picking complete decisions in preference to partial decisions. The backlog of information for a selected decision may be for the Intelligence or Choice phases of the decision-making process.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Hayen, R., Rutashobya, C., Vetter, D.: An investigation of the factors affecting data warehousing success. Issues Inf. Syst. VIII(2), 547–553 (2007)
Inmon, W.H.: What is a Data Warehouse? W.H. Inmon, Prism, vol. 1, no. 1 (1995)
Kimball, R.: The Data Warehouse Toolkit. Wiley, Hoboken (1996)
Boehnlein, M., Ulbrich vom Ende, A.: Business process oriented development of data warehouse structures. In: Proceedings of Data Warehousing 2000, pp. 3–21. PhysicaVerlag HD (2000)
Bonifati, A., Cattaneo, F., Ceri, S., Fuggetta, A., Paraboschi, S.: Designing data marts for data warehouses. ACM Trans. Softw. Eng. Methodol. 10(4), 452–483 (2001)
Prakash, N., Gosain, A.: An approach to engineering the requirements of data warehouses. Requir. Eng. J. 13(1), 49–72 (2008)
Giorgini, P., Rizzi, S., Garzetti, M.: GRAnD: a goal-oriented approach to requirement analysis in data warehouses. Decis. Support Syst. 45(1), 4–21 (2008)
Mazón, J.-N., Pardillo, J., Trujillo, J.: A model-driven goal-oriented requirement engineering approach for data warehouses. In: Hainaut, J.-L., et al. (eds.) ER 2007. LNCS, vol. 4802, pp. 255–264. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-76292-8_31
Prakash, D., Prakash, N.: A multi-factor approach for elicitation of Information requirements for data warehouses. Requir. Eng. J. https://doi.org/10.1007/s00766-017-0283-9
Hughes, R.: Agile Data Warehousing Project Management Business Intelligence Systems Using Scrum. Morgan Kaufman, Burlington (2013)
Corr, L., Stagnitto, J.: Agile Data Warehouse Design. Decision One Press, Leeds (2012)
Prakash, N., Prakash, D.: Model-driven user stories for agile data warehouse development. In: Proceedings of 19th IEEE Conference on Business Informatics, pp. 424–433 (2017)
Berander, P., Andrews, A.: Requirements prioritization. In: Aurum, A., Wohlin, C. (eds.) Engineering and Managing Software Requirements, pp. 69–94. Springer, Heidelberg (2005). https://doi.org/10.1007/3-540-28244-0_4
Firesmith, D.: Prioritizing requirements. J. Object Technol. 3(8), 35–47 (2004)
Heusser, M.: 6 agile methods for backlog prioritization, downloaded on February 19, 2018 (2018). https://learn.techbeacon.com/units/6-agile-methods-backlog-prioritization
Maiti, R.R., Mitropoulos, F.J.: Prioritizing non-functional requirements in agile software engineering. In: Proceedings of the South East Conference, ACM SE 2017, pp. 212–214 (2017)
Mead, N.: Software Requirements Introduction, white paper Software Engineering Institute, Carnegie Mellon University (2006)
Thakurta, R.: Understanding requirements prioritization artifacts: a systematic mapping study. REJ 22, 491–526 (2017)
Simon, H.A.: The New Science of Management Decisions. Prentice Hall, Englewood Cliffs (1977)
Marakas, G.M.: Decision Support Systems in the 21st Century, Eastern Economy Edition, PHI (2003)
Bhardwaj, H., Prakash, N.: Eliciting and structuring business indicators in data warehouse requirements engineering. J. Expert Syst. 33(4), 405–413 (2016)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Prakash, N., Prakash, D. (2019). Handling the Information Backlog for Data Warehouse Development. In: Hartmann, S., Küng, J., Chakravarthy, S., Anderst-Kotsis, G., Tjoa, A., Khalil, I. (eds) Database and Expert Systems Applications. DEXA 2019. Lecture Notes in Computer Science(), vol 11706. Springer, Cham. https://doi.org/10.1007/978-3-030-27615-7_28
Download citation
DOI: https://doi.org/10.1007/978-3-030-27615-7_28
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-27614-0
Online ISBN: 978-3-030-27615-7
eBook Packages: Computer ScienceComputer Science (R0)