The Unified Modeling Language user guide
The Unified Modeling Language user guide
The object constraint language: precise modeling with UML
The object constraint language: precise modeling with UML
A methodological framework for data warehouse design
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
starER: a conceptual model for data warehouse design
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
Building Web applications with UML
Building Web applications with UML
Persistence modeling in the UML
Software Development
Object-oriented data warehouse design: building a star schema
Object-oriented data warehouse design: building a star schema
UML for Database Design
Extending UML for Object-Relational Database Design
«UML» '01 Proceedings of the 4th International Conference on The Unified Modeling Language, Modeling Languages, Concepts, and Tools
Extending the E/R Model for the Multidimensional Paradigm
ER '98 Proceedings of the Workshops on Data Warehousing and Data Mining: Advances in Database Technologies
A Framework for the Classification and Description of Multidimensional Data Models
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
Physical modeling of data warehouses using UML
Proceedings of the 7th ACM international workshop on Data warehousing and OLAP
Towards a spatial multidimensional model
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
Applying MDA to the development of data warehouses
Proceedings of the 8th ACM international workshop on Data warehousing and OLAP
YAM2: a multidimensional conceptual model extending UML
Information Systems
A UML profile for multidimensional modeling in data warehouses
Data & Knowledge Engineering - Special issue: ER 2003
Access control and audit model for the multidimensional modeling of data warehouses
Decision Support Systems
Developing secure data warehouses with a UML extension
Information Systems
Metrics for data warehouse conceptual models understandability
Information and Software Technology
An MDA approach for the development of data warehouses
Decision Support Systems
A UML profile for the conceptual modelling of data-mining with time-series in data warehouses
Information and Software Technology
Decision support systems: improving performance with object oriented implementation
AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Improving performance in integrated DSS with object oriented modeling
WSEAS Transactions on Computers
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
Domain-specific language modelling with UML profiles by decoupling abstract and concrete syntaxes
Journal of Systems and Software
A systematic review on the definition of UML profiles
MODELS'10 Proceedings of the 13th international conference on Model driven engineering languages and systems: Part I
Data warehouse development with EPC
DNCOCO'06 Proceedings of the 5th WSEAS international conference on Data networks, communications and computers
A data warehouse engineering process
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
An XML document warehouse model
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
Towards multidimensional requirement design
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Extending the UML for designing association rule mining models for data warehouses
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Extending UML 2 activity diagrams with business intelligence objects
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
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Multidimensional (MD) modeling is the foundation of data warehouses, MD databases, and On-Line Analytical Processing (OLAP) applications. In the past few years, there have been some proposals for representing the main MD properties at the conceptual level providing their own notations. In this paper, we present an extension of the Unified Modeling Language (UML), by means of stereotypes, to elegantly represent main structural and dynamic MD properties at the conceptual level. We make use of the Object Constraint Language (OCL) to specify the constraints attached to the defined stereotypes, thereby avoiding an arbitrary use of these stereotypes. The main advantage of our proposal is that it is based on a well-known standard modeling language, thereby designers can avoid learning a new specific notation or language for MD systems. Finally, we show how to use these stereotypes in Rational Rose 2000 for MD modeling.