• DocumentCode
    3134536
  • Title

    An integrated metadata model for statistical data collection and processing

  • Author

    Vardaki, Maria ; Papageorgiou, H.

  • Author_Institution
    Dept. of Public Adm., Panteion Univ., Athens, Greece
  • fYear
    2004
  • fDate
    21-23 June 2004
  • Firstpage
    363
  • Lastpage
    372
  • Abstract
    An integrated, semantically rich statistical metadata model is designed to cover the major stages of the statistical information processing (data collection and analysis including harmonization, processing of data and metadata and dissemination/output phases), which can minimize complexity of data warehousing environments and compatibility problems between distributed statistical information systems (SIS). The semantics of the model are analyzed, describing each part of the statistical processing. In addition, process metadata (operators) for automatic manipulation of both data and metadata are also defined over their common domain as well as logistic metadata for the location and format of data. Furthermore, we discuss how the proposed framework can facilitate actual information entry and analysis into a SIS. Finally, we demonstrate in a case study how the suggested metadata model can be implemented and integrated into a modern metadata-enabled SIS, thus standardizing the processing environment and assuring the quality of statistical results.
  • Keywords
    data acquisition; data models; data warehouses; distributed databases; information analysis; meta data; statistical databases; automatic data manipulation; compatibility problems; complexity minimization; data analysis; data dissemination; data format; data harmonization; data location; data output; data warehousing environments; distributed statistical information systems; information analysis; integrated metadata model; logistic metadata; metadata manipulation; metadata-enabled SIS; model semantics; process metadata; process operators; statistical data collection; statistical data processing; Conference management; Databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Scientific and Statistical Database Management, 2004. Proceedings. 16th International Conference on
  • ISSN
    1099-3371
  • Print_ISBN
    0-7695-2146-0
  • Type

    conf

  • DOI
    10.1109/SSDM.2004.1311232
  • Filename
    1311232