• DocumentCode
    2574380
  • Title

    An FCA-based mapping generator

  • Author

    Ceravolo, Paolo ; Gusmini, Alex ; Leida, Marcello ; Cui, Zhan

  • Author_Institution
    Univ. degli Studi di Milano, Milan
  • fYear
    2007
  • fDate
    25-28 Sept. 2007
  • Firstpage
    796
  • Lastpage
    803
  • Abstract
    We present an overview of ODDI an Ontology Driven Data Integration system based on Formal concept analysis and instance comparison. Data Integration systems are used to integrate heterogeneous data sources in a single view. Following the Global-as-View approach the data is retrieved through a common conceptualization, that in our system is modeled as an ontology. This paper focuses on the problem of matching and mapping of elements between the common ontology and the data sources. The problem of query translation is also mentioned for sake of completeness, but it will be treated in detail in a future paper. Recent works on Business Intelligence do highlight the need oftrustable and sound data access systems. We propose a system based on FCA to generate the mapping to the common representation and the relations between the heterogeneous data sources.
  • Keywords
    data analysis; data structures; ontologies (artificial intelligence); pattern matching; query processing; ODDI; data access system; data representation; data retrieval; formal concept analysis; heterogeneous data source integration; mapping generator; ontology driven data integration system; query translation; Chromium; Data analysis; Data warehouses; Displays; Information retrieval; Intelligent systems; Ontologies; Real time systems; Telecommunications; Warehousing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Technologies and Factory Automation, 2007. ETFA. IEEE Conference on
  • Conference_Location
    Patras
  • Print_ISBN
    978-1-4244-0825-2
  • Electronic_ISBN
    978-1-4244-0826-9
  • Type

    conf

  • DOI
    10.1109/EFTA.2007.4416860
  • Filename
    4416860