Building the data warehouse
Goal-directed requirements acquisition
6IWSSD Selected Papers of the Sixth International Workshop on Software Specification and Design
A methodological framework for data warehouse design
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
Designing data marts for data warehouses
ACM Transactions on Software Engineering and Methodology (TOSEM)
The Data Warehouse Lifecycle Toolkit: Expert Methods for Designing, Developing and Deploying Data Warehouses with CD Rom
Towards requirements-driven information systems engineering: the Tropos project
Information Systems - The 13th international conference on advanced information systems engineering (CAiSE*01)
A Comparison of Data Warehouse Development Methodologies Case Study of the Process Warehouse
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
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
Modelling strategic relationships for process reengineering
Modelling strategic relationships for process reengineering
DWARF: AN Approach for Requirements Definition and Management of Data Warehouse Systems
RE '03 Proceedings of the 11th IEEE International Conference on Requirements Engineering
Tropos: An Agent-Oriented Software Development Methodology
Autonomous Agents and Multi-Agent Systems
Agent oriented requirements engineering for a data warehouse
ACM SIGSOFT Software Engineering Notes
A comprehensive approach to data warehouse testing
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
RAMEPs: a goal-ontology approach to analyse the requirements for data warehouse systems
WSEAS Transactions on Information Science and Applications
A methodology and tool for conceptual designing a data warehouse from ontology-based sources
DOLAP '10 Proceedings of the ACM 13th international workshop on Data warehousing and OLAP
Modeling of security requirements for decision information systems
ACM SIGSOFT Software Engineering Notes
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
Extending the dimensional templates approach to integrate complex multidimensional design concepts
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Modern software engineering methodologies meet data warehouse design: 4WD
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Incorporating traceability in conceptual models for data warehouses by using MDA
ER'11 Proceedings of the 30th international conference on Conceptual modeling
GrHyMM: a graph-oriented hybrid multidimensional model
ER'11 Proceedings of the 30th international conference on Advances in conceptual modeling: recent developments and new directions
Hybrid methodology for data warehouse conceptual design by UML schemas
Information and Software Technology
A practical application of our MDD approach for modeling secure XML data warehouses
Decision Support Systems
A hybrid approach for data mart schema design from NL-OLAP requirements
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
Monitoring strategic goals in data warehouses with awareness requirements
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
International Journal of Data Warehousing and Mining
Journal of Database Management
Mapping extended rationale diagrams to OLAP queries
ACM SIGSOFT Software Engineering Notes
ProtOLAP: rapid OLAP prototyping with on-demand data supply
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
Adding semantic modules to improve goal-oriented analysis of data warehouses using I-star
Journal of Systems and Software
Tracing conceptual models' evolution in data warehouses by using the model driven architecture
Computer Standards & Interfaces
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Several surveys indicate that a significant percentage of data warehouses fail to meet business objectives or are outright failures. One of the reasons for this is that requirement analysis is typically overlooked in real projects. In this paper we propose GRAnD, a goal-oriented approach to requirement analysis for data warehouses based on the Tropos methodology. Two different perspectives are integrated for requirement analysis: organizational modeling, centered on stakeholders, and decisional modeling, focused on decision makers. Our approach can be employed within both a demand-driven and a mixed supply/demand-driven design framework.