Automatic generation of ETL processes from conceptual models
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Measures for ETL processes models in data warehouses
Proceedings of the first international workshop on Model driven service engineering and data quality and security
Information and Software Technology
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
BPMN-based conceptual modeling of ETL processes
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
BPMN patterns for ETL conceptual modelling and validation
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
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Extraction-transformation-loading (ETL) processes play an important role in a data warehouse (DW) architecture because they are responsible of integrating data from heterogeneous data sources into the DW repository. Importantly, most of the budget of a DW project is spent on designing these processes since they are not taken into account in the early phases of the project but once the repository is deployed. In order to overcome this situation, we propose using the unified modelling language (UML) to conceptually model the sequence of activities involved in ETL processes from the beginning of the project by using activity diagrams (ADs). Our approach provides designers with easy-to-use modelling elements to capture the dynamic aspects of ETL processes.