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IEEE International Conference on Software - Science, Technology & Engineering (SwSTE'05)
An OPM-based Method for Transformation of Operational System Model to Data Warehouse Model
Herzlia, Israel
February 22-February 23
ISBN: 0-7695-2335-8
Dov Dori, Technion - Israel Institute of Technology, Israel
Roman Feldman, Technion - Israel Institute of Technology, Israel
Arnon Sturm, Ben Gurion University of the Negev, Israel
Data warehouse modeling is a complicated task, which involves both knowledge of business processes and familiarity with operational information systems structure and behavior. Several modeling techniques were suggested to utilize the operational system structural or behavioral model in order to construct a data warehouse conceptual model. However, these techniques are hardly applicable for modeling largescale systems, as they require acquaintance with the business processes and ability to select relevant transactional entities. They require multiple manual actions because discovering measures and relevant dimensional entities are unassisted, and they usually disregard the process perspective. In this paper we propose a technique for data warehouse model construction based on the Object Process Methodology, and demonstrate it on a case study emphasizing its advantages over other techniques.
Citation:
Dov Dori, Roman Feldman, Arnon Sturm, "An OPM-based Method for Transformation of Operational System Model to Data Warehouse Model," swste, pp.57-66, IEEE International Conference on Software - Science, Technology & Engineering (SwSTE'05), 2005
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