The unified software development process
The unified software development process
starER: a conceptual model for data warehouse design
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
Object-oriented data warehouse design: building a star schema
Object-oriented data warehouse design: building a star schema
Fundamentals of Data Warehouses
Fundamentals of Data Warehouses
Building the Data Warehouse,3rd Edition
Building the Data Warehouse,3rd Edition
Model Driven Architecture: Applying MDA to Enterprise Computing
Model Driven Architecture: Applying MDA to Enterprise Computing
Conceptual modeling for ETL processes
Proceedings of the 5th ACM international workshop on Data Warehousing and OLAP
A Standard for Representing Multidimensional Properties: The Common Warehouse Metamodel (CWM)
ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems
Extending the UML for Multidimensional Modeling
UML '02 Proceedings of the 5th International Conference on The Unified Modeling Language
Multidimensional Modeling with UML Package Diagrams
ER '02 Proceedings of the 21st International Conference on Conceptual Modeling
Transformation: The Missing Link of MDA
ICGT '02 Proceedings of the First International Conference on Graph Transformation
MDA Explained: The Model Driven Architecture: Practice and Promise
MDA Explained: The Model Driven Architecture: Practice and Promise
Multidimensional normal forms for data warehouse design
Information Systems
MDA Distilled
Physical modeling of data warehouses using UML
Proceedings of the 7th ACM international workshop on Data warehousing and OLAP
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)
Goal-oriented requirement analysis for data warehouse design
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
Mapping conceptual to logical models for ETL processes
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
A data warehouse engineering process
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
Building a secure star schema in data warehouses by an extension of the relational package from CWM
Computer Standards & Interfaces
Applying MDA and universal data models for data warehouse modeling
ACMOS'08 Proceedings of the 10th WSEAS International Conference on Automatic Control, Modelling & Simulation
Towards the Automatic Generation of Analytical End-User Tools Metadata for Data Warehouses
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
Model-Driven Metadata for OLAP Cubes from the Conceptual Modelling of Data Warehouses
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
An MDA Approach for the Development of Spatial Data Warehouses
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Solving summarizability problems in fact-dimension relationships for multidimensional models
Proceedings of the ACM 11th international workshop on Data warehousing and OLAP
Bridging the semantic gap in OLAP models: platform-independent queries
Proceedings of the ACM 11th international workshop on Data warehousing and OLAP
Integrated Model-Driven Development of Goal-Oriented Data Warehouses and Data Marts
ER '08 Proceedings of the 27th International Conference on Conceptual Modeling
Automatic Generation of Secure Multidimensional Code for Data Warehouses: An MDA Approach
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
An engineering process for developing Secure Data Warehouses
Information and Software Technology
A UML 2.0 profile to define security requirements for Data Warehouses
Computer Standards & Interfaces
Visual Modelling of Data Warehousing Flows with UML Profiles
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
A survey on summarizability issues in multidimensional modeling
Data & Knowledge Engineering
Measures for ETL processes models in data warehouses
Proceedings of the first international workshop on Model driven service engineering and data quality and security
Extending OCL for OLAP querying on conceptual multidimensional models of data warehouses
Information Sciences: an International Journal
ODBIS: towards a platform for on-demand business intelligence services
Proceedings of the 2010 EDBT/ICDT Workshops
ER'07 Proceedings of the 26th international conference on Conceptual modeling
A UML profile for modeling data warehouse usage
ER'07 Proceedings of the 2007 conference on Advances in conceptual modeling: foundations and applications
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
Finding an application-appropriate model for XML data warehouses
Information Systems
Automatic validation of requirements to support multidimensional design
Data & Knowledge Engineering
Information and Software Technology
Model driven data warehouse using MDA and 2TUP
Journal of Computational Methods in Sciences and Engineering - Special Supplement Issue in Section A and B: Selected Papers from the ISCA International Conference on Software Engineering and Data Engineering, 2009
Applying a knowledge based system for metadata integration for data warehouses
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
Specifying aggregation functions in multidimensional models with OCL
ER'10 Proceedings of the 29th international conference on Conceptual modeling
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
GEM: requirement-driven generation of ETL and multidimensional conceptual designs
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
A model-driven framework for ETL process development
Proceedings of the ACM 14th international workshop on Data Warehousing and OLAP
RETRACTED: Model-driven development of OLAP metadata for relational data warehouses
Computer Standards & Interfaces
Incorporating traceability in conceptual models for data warehouses by using MDA
ER'11 Proceedings of the 30th international conference on Conceptual modeling
A personalization process for spatial data warehouse development
Decision Support Systems
A practical application of our MDD approach for modeling secure XML data warehouses
Decision Support Systems
A unified object constraint model for designing and implementing multidimensional systems
Journal on Data Semantics XIII
Modeling data warehouse schema evolution over extended hierarchy semantics
Journal on Data Semantics XIII
An MDA approach to knowledge engineering
Expert Systems with Applications: An International Journal
Monitoring strategic goals in data warehouses with awareness requirements
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Journal of Systems and Software
ORE: an iterative approach to the design and evolution of multi-dimensional schemas
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
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
Integrating ETL processes from information requirements
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Journal of Database Management
Information Resources Management Journal
A BPMN-Based Design and Maintenance Framework for ETL Processes
International Journal of Data Warehousing and Mining
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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Different modeling approaches have been proposed to overcome every design pitfall of different data warehouse (DW) components. However, most of them offer partial solutions that deal only with isolated aspects of the DW and do not provide developers with an integrated and standard framework for designing all DW relevant components, such as ETL processes, data sources, DW repository and so on. To overcome this problem, this paper describes how to align the whole DW development process with a Model Driven Architecture (MDA) framework. We then focus on describing one part of it: an MDA approach for the development of the DW repository, because it is the cornerstone of any DW system. Therefore, we describe how to build the different MDA models for the DW repository by using an extension of the Unified Modeling Language (UML) and the Common Warehouse Metamodel (CWM). Transformations between models are also clearly and formally established by using the Query/View/Transformation (QVT) language. Finally, a case study is provided to exemplify the benefits of our MDA framework.