• DocumentCode
    2131499
  • Title

    Semantic Annotation and Services for KDD Tools Sharing and Reuse

  • Author

    Diamantini, Claudia ; Potena, Domenico

  • Author_Institution
    Dipt. di Ing. Inf., Univ. Politec. delle Marche, Ancona
  • fYear
    2008
  • fDate
    15-19 Dec. 2008
  • Firstpage
    761
  • Lastpage
    770
  • Abstract
    Active KDD research groups typically make their software tools at disposal of others through the net. However, integration and reuse of these tools typically require a considerable amount of time to understand software scope and use, install it, transform data in a format compatible with the required input. This paper introduces a semantic based, service-oriented framework for tools sharing and reuse, giving advanced support for the semantic enrichment through semantic annotation of KDD tools, deployment of the tools as Web services and discovery and use of such services. A concrete implementation of the framework by Web service technologies is presented.
  • Keywords
    Web services; data mining; database management systems; semantic Web; software reusability; KDD research groups; KDD tools reuse; KDD tools sharing; Web services; semantic annotation; service-oriented framework; Algorithm design and analysis; Collaborative work; Data mining; Databases; Markup languages; Ontologies; Proposals; Semantic Web; Software tools; Web services; KDD ontology; Knowledge Discovery Tool Markup Language; Knowledge Discovery in Databases; Semantic Annotation; Web Service;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Mining Workshops, 2008. ICDMW '08. IEEE International Conference on
  • Conference_Location
    Pisa
  • Print_ISBN
    978-0-7695-3503-6
  • Electronic_ISBN
    978-0-7695-3503-6
  • Type

    conf

  • DOI
    10.1109/ICDMW.2008.43
  • Filename
    4734004