A methodological framework for data warehouse design
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
Automatically generating OLAP schemata from conceptual graphical models
Proceedings of the 3rd ACM international workshop on Data warehousing and OLAP
The Data Warehouse Lifecycle Toolkit: Expert Methods for Designing, Developing and Deploying Data Warehouses with CD Rom
Conceptual modeling for ETL processes
Proceedings of the 5th ACM international workshop on Data Warehousing and OLAP
COOPIS '96 Proceedings of the First IFCIS International Conference on Cooperative Information Systems
The description logic handbook: theory, implementation, and applications
The description logic handbook: theory, implementation, and applications
State-Space Optimization of ETL Workflows
IEEE Transactions on Knowledge and Data Engineering
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)
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
IEEE Transactions on Knowledge and Data Engineering
Data modeling techniques for data warehousing
Data modeling techniques for data warehousing
Supporting business intelligence by providing ontology-based end-user information self-service
OBI '08 Proceedings of the first international workshop on Ontology-supported business intelligence
Natural language reporting for ETL processes
Proceedings of the ACM 11th international workshop on Data warehousing and OLAP
Data integration flows for business intelligence
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Automatic generation of ETL processes from conceptual models
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Defining ETL worfklows using BPMN and BPEL
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Representation of conceptual ETL designs in natural language using Semantic Web technology
Data & Knowledge Engineering
A flexible framework for multisensor data fusion using data stream management technologies
Proceedings of the 2009 EDBT/ICDT Workshops
ETL workflows: from formal specification to optimization
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
EIAW: towards a business-friendly data warehouse using semantic web technologies
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
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
A semantic approach to ETL technologies
Data & Knowledge Engineering
Reference model and perspective schemata inference for enterprise data integration
INAP'09 Proceedings of the 18th international conference on Applications of declarative programming and knowledge management
A model-driven framework for ETL process development
Proceedings of the ACM 14th international workshop on Data Warehousing and OLAP
Multidimensional integrated ontologies: a framework for designing semantic data warehouses
Journal on Data Semantics XIII
An ETL process for OLAP using RDF/OWL ontologies
Journal on Data Semantics XIII
Ontology-Driven conceptual design of ETL processes using graph transformations
Journal on Data Semantics XIII
Social health data integration using semantic Web
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Multidimensional models meet the semantic web: defining and reasoning on OWL-DL ontologies for OLAP
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
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One of the most important tasks performed in the early stages of a data warehouse project is the analysis of the structure and content of the existing data sources and their intentional mapping to a common data model. Establishing the appropriate mappings between the attributes of the data sources and the attributes of the data warehouse tables is critical in specifying the required transformations in an ETL workflow. The selected data model should besuitable for facilitating the redefinition and revision efforts, typically occurring during the early phases of a data warehouse project, and serve as the means of communication between the involved parties. In this paper, we argue that ontologies constitute a very suitable model for this purpose and show how the usage of ontologies can enable a high degree of automation regarding the construction of an ETL design.