• DocumentCode
    2439594
  • Title

    Basic Concepts and Distinctions for an Aerospace Ontology of Functions, Entities and Problems

  • Author

    Malin, Jane T. ; Throop, David R.

  • Author_Institution
    NASA Johnson Space Center, Houston
  • fYear
    2007
  • fDate
    3-10 March 2007
  • Firstpage
    1
  • Lastpage
    18
  • Abstract
    Aerospace problems and corrective actions involve hardware, software, processes, operations, humans and organizations. This paper describes a set of taxonomies for interpreting descriptions of aerospace entities, functions, properties and problems. Each category expresses a class concept. Categories have associated ´mapping´ words and phrases (synonyms or names) that express these concepts. The taxonomies and mapping words are designed to support ontology development and aid text analysis. The text analysis has been used to semi-automatically generate system functional models from requirements. Text analysis can also be used to find trends and recurrences in problem reports and change requests. The paper describes an upper ontology that provides top-level distinctions for classifying objects, occurrences, properties and mathematical abstractions. Additional taxonomies partition descriptions, concepts, entities, functions/actions, problems, and refining properties. The paper describes a use case, semantic extraction and classification of key concepts in free text in the space shuttle problem reporting database.
  • Keywords
    aerospace computing; ontologies (artificial intelligence); text analysis; aerospace entities; aerospace ontology; mapping words; ontology development; semantic extraction; space shuttle problem reporting database; text analysis; Data mining; Databases; Hardware; Hazards; Humans; NASA; Ontologies; Space shuttles; Taxonomy; Text analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Aerospace Conference, 2007 IEEE
  • Conference_Location
    Big Sky, MT
  • ISSN
    1095-323X
  • Print_ISBN
    1-4244-0524-6
  • Electronic_ISBN
    1095-323X
  • Type

    conf

  • DOI
    10.1109/AERO.2007.352806
  • Filename
    4161619