The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
A Method for Demand-Driven Information Requirements Analysis in Data Warehousing Projects
HICSS '03 Proceedings of the 36th Annual Hawaii International Conference on System Sciences (HICSS'03) - Track 8 - Volume 8
DWARF: AN Approach for Requirements Definition and Management of Data Warehouse Systems
RE '03 Proceedings of the 11th IEEE International Conference on Requirements Engineering
Information requirements engineering for data warehouse systems
Proceedings of the 2004 ACM symposium on Applied computing
Building the Data Warehouse
Goal-oriented requirement analysis for data warehouse design
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
A requirements monitoring framework for enterprise systems
Requirements Engineering
A UML profile for multidimensional modeling in data warehouses
Data & Knowledge Engineering - Special issue: ER 2003
GRAnD: A goal-oriented approach to requirement analysis in data warehouses
Decision Support Systems
An MDA approach for the development of data warehouses
Decision Support Systems
DaWaRA: An Eclipse Plugin for Using i* on Data Warehouse Requirement Analysis
RE '08 Proceedings of the 2008 16th IEEE International Requirements Engineering Conference
Conceptual Modeling: Foundations and Applications
Extending OCL for OLAP querying on conceptual multidimensional models of data warehouses
Information Sciences: an International Journal
From UML/OCL to SBVR specifications: A challenging transformation
Information Systems
Awareness requirements for adaptive systems
Proceedings of the 6th International Symposium on Software Engineering for Adaptive and Self-Managing Systems
Conceptualizing and specifying key performance indicators in business strategy models
CASCON '12 Proceedings of the 2012 Conference of the Center for Advanced Studies on Collaborative Research
Conceptualizing and specifying key performance indicators in business strategy models
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
ProtOLAP: rapid OLAP prototyping with on-demand data supply
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
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A data warehouse (DW) system stores data from multiple data sources in integrated form and provides capabilities for monitoring business operations to ensure compliance to strategic goals. As such, DWs constitute a fundamental building block for Business Intelligence (BI) operations. In this paper, we introduce the notion of Awareness Requirements (AwReqs) in the requirements analysis and elicitation phase for DWs. In this context, AwReqs provide analysts with the means for eliciting and modeling requirements over performance measures (indicators) to appraise the success or failure of strategic goals. To demonstrate the benefit of our approach, we present a typical business example throughout the paper and show how we can establish in the early stages of DW design the adequacy of the design for BI operations.