• DocumentCode
    3389630
  • Title

    Marketing database knowledge extraction - towards a domain ontology

  • Author

    Pinto, Filipe Mota ; Gago, Pedro ; Santos, Manuel Filipe

  • Author_Institution
    Polytechnic Institute of Leiria /Computer Science Department, Portugal
  • fYear
    2009
  • fDate
    16-18 April 2009
  • Firstpage
    193
  • Lastpage
    198
  • Abstract
    Ontologies are currently the most prominent computer science research area under development. With this paper we use ontologies at an almost unexplored research area within the marketing discipline, throughout ontological approach to the database marketing. We propose a generic framework supported by ontologies for the knowledge extraction from marketing databases. Therefore this work has two purposes: to integrate ontological approach in Database Marketing and to create domain ontology with a knowledge base that will enhance the entire process at both levels: marketing and knowledge extraction techniques. This research was developed according to two methodological principles, ontology domain double articulation and ontology modularization. At the end of our work we use ontologies to pre-generalize the Database Marketing knowledge through a knowledge base.
  • Keywords
    Application software; Artificial intelligence; Computer science; Data mining; Databases; Decision support systems; Inference mechanisms; Knowledge representation; Logic; Ontologies;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Engineering Systems, 2009. INES 2009. International Conference on
  • Conference_Location
    Barbados
  • Print_ISBN
    978-1-4244-4111-2
  • Electronic_ISBN
    978-1-4244-4113-6
  • Type

    conf

  • DOI
    10.1109/INES.2009.4924761
  • Filename
    4924761