• DocumentCode
    2914710
  • Title

    A shared context approach for supporting experts in data ETL (Extraction, Transformation and Loading) processes

  • Author

    Tahir, Hassane ; Brézillon, Patrick

  • Author_Institution
    Lab. of Comput. Sci.-Paris 6 (LIP6), Univ. Pierre & Marie Curie (UPMC), Paris, France
  • fYear
    2011
  • fDate
    22-24 Nov. 2011
  • Firstpage
    720
  • Lastpage
    725
  • Abstract
    Many experts in data integration often use standard procedures to accomplish the process of extracting data from the existing source systems in order to be transformed and loaded into new target systems such as a data warehouse or ERP (Enterprise Resource Planning) applications. The process is called ETL (Extraction, Transformation and Loading) process. There are different ways of applying such a process by different actors because they do not have the same viewpoints in the contexts in which the process occurs. To create an effective strategy and minimize risks, actors need to devote their efforts to develop new practices to meet the current business and IT needs, and mainly use past expert experience. The paper presents how to contextualize ETL processes based on different expert viewpoints. We show how making shared context explicit can help to improve the ETL process and, thus, avoid conflicts between experts having different viewpoints. We illustrate our proposal by using a software tool called Contextual Graphs (CxGs). The paper is intended to provide the basis for the development of an experience base that will be used by a support system for data migration experts.
  • Keywords
    data integration; graph theory; information retrieval; software tools; ETL; contextual graphs; data extracting process; data integration; data loading process; data migration expert; data transformation; information technology; shared context approach; software tool; Business; Context; Context modeling; Data mining; Databases; Intelligent systems; Loading; Contextual Graph; Data Integration; ETL; Experience base; Practice; Procedure; Shared Context; Support system; Viewpoint;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
  • Conference_Location
    Cordoba
  • ISSN
    2164-7143
  • Print_ISBN
    978-1-4577-1676-8
  • Type

    conf

  • DOI
    10.1109/ISDA.2011.6121741
  • Filename
    6121741