• DocumentCode
    1411331
  • Title

    Bottom-up construction of ontologies

  • Author

    van der Vet, Paul E. ; Mars, Nicolaas J I

  • Author_Institution
    Dept. of Comput. Sci., Twente Univ., Enschede, Netherlands
  • Volume
    10
  • Issue
    4
  • fYear
    1998
  • Firstpage
    513
  • Lastpage
    526
  • Abstract
    Presents a particular way of building ontologies that proceeds in a bottom-up fashion. Concepts are defined in a way that mirrors the way their instances are composed out of smaller objects. The smaller objects themselves may also be modeled as being composed. Bottom-up ontologies are flexible through the use of implicit and, hence, parsimonious part-whole and subconcept-superconcept relations. The bottom-up method complements current practice, where, as a rule, ontologies are built top-down. The design method is illustrated by an example involving ontologies of pure substances at several levels of detail. It is not claimed that bottom-up construction is a generally valid recipe; indeed, such recipes are deemed uninformative or impossible. Rather, the approach is intended to enrich the ontology developer´s toolkit
  • Keywords
    knowledge engineering; bottom-up ontology construction; concept definition; design method; domain model; hierarchical reasoning; implicit relations; knowledge base management; knowledge engineering; knowledge integration; object composition; parsimonious relations; part-whole relations; pure substances; subconcept-superconcept relations; Buildings; Design methodology; Engineering management; Knowledge engineering; Knowledge management; Knowledge representation; Mars; Mirrors; Ontologies; Research and development management;
  • fLanguage
    English
  • Journal_Title
    Knowledge and Data Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1041-4347
  • Type

    jour

  • DOI
    10.1109/69.706054
  • Filename
    706054