Hierarchies and relative operators in the OLAP environment
ACM SIGMOD Record
Towards Modeling and Reasoning Support for Early-Phase Requirements Engineering
RE '97 Proceedings of the 3rd IEEE International Symposium on Requirements Engineering
Multidimensional normal forms for data warehouse design
Information Systems
YAM2: a multidimensional conceptual model extending UML
Information Systems
Model driven development of secure XML databases
ACM SIGMOD Record
Research in data warehouse modeling and design: dead or alive?
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
A UML profile for multidimensional modeling in data warehouses
Data & Knowledge Engineering - Special issue: ER 2003
Reconciling requirement-driven data warehouses with data sources via multidimensional normal forms
Data & Knowledge Engineering
Proceedings of the ACM tenth international workshop on Data warehousing and OLAP
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
A generic and customizable framework for the design of ETL scenarios
Information Systems - Special issue: The 15th international conference on advanced information systems engineering (CAiSE 2003)
ER'07 Proceedings of the 26th international conference on Conceptual modeling
A model-driven goal-oriented requirement engineering approach for data warehouses
ER'07 Proceedings of the 2007 conference on Advances in conceptual modeling: foundations and applications
Applying transformations to model driven data warehouses
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
A functional model for data analysis
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
A model-driven heuristic approach for detecting multidimensional facts in relational data sources
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Model-driven development of multidimensional models from web log files
ER'10 Proceedings of the 2010 international conference on Advances in conceptual modeling: applications and challenges
A modularization proposal for goal-oriented analysis of data warehouses using i-star
ER'11 Proceedings of the 30th international conference on Conceptual modeling
Hybrid methodology for data warehouse conceptual design by UML schemas
Information and Software Technology
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
Using OCL for automatically producing multidimensional models and ETL processes
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Journal of Database Management
Tracing conceptual models' evolution in data warehouses by using the model driven architecture
Computer Standards & Interfaces
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Developing a multidimensional (MD) model of a data warehouse (DW) is a highly complex, prone to fail, and time consuming task, due to the fact that (i) the information needs of decision makers and the available operational data sources that will populate the DW must both be considered in a conceptual MD model, and (ii) complex mappings must be performed to obtain an implementation of this conceptual MD model. However, no significant effort has been made to take these issues into account in a systematic, well structured and comprehensive development process. To overcome the lack of such a process, a framework based on the Model Driven Architecture (MDA) is proposed for the development of a hybrid MD model at the conceptual level and for the automatic derivation of its logical representation. Also, a running example is shown throughout this paper.