• DocumentCode
    3423899
  • Title

    X-SOM: A Flexible Ontology Mapper

  • Author

    Curino, Carlo ; Orsi, Giorgio ; Tanca, Letizia

  • Author_Institution
    Politecnico di Milano, Milan
  • fYear
    2007
  • fDate
    3-7 Sept. 2007
  • Firstpage
    424
  • Lastpage
    428
  • Abstract
    System interoperability is a well known issue, especially for heterogeneous information systems, where ontology- based representations may support automatic and user- transparent integration. In this paper we present X-SOM: an ontology mapping and integration tool. The contribution of our tool is a modular and extensible architecture that automatically combines several matching techniques by means of a neural network, performing also ontology debugging to avoid inconsistencies. Besides describing the tool components, we discuss the prototype implementation, which has been tested against the OAEI 2006 benchmark with promising results.
  • Keywords
    neural nets; ontologies (artificial intelligence); open systems; X-SOM; automatic integration; flexible ontology mapper; heterogeneous information systems; matching techniques; neural network; ontology debugging; ontology mapping; ontology-based representations; system interoperability; user-transparent integration; Aggregates; Databases; Debugging; Electronic mail; Expert systems; Information systems; Neural networks; Ontologies; Prototypes; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Database and Expert Systems Applications, 2007. DEXA '07. 18th International Workshop on
  • Conference_Location
    Regensburg
  • ISSN
    1529-4188
  • Print_ISBN
    978-0-7695-2932-5
  • Type

    conf

  • DOI
    10.1109/DEXA.2007.16
  • Filename
    4312929