• DocumentCode
    1308970
  • Title

    tOWL: A Temporal Web Ontology Language

  • Author

    Milea, Viorel ; Frasincar, Flavius ; Kaymak, Uzay

  • Author_Institution
    Econometric Inst., Erasmus Univ. Rotterdam, Rotterdam, Netherlands
  • Volume
    42
  • Issue
    1
  • fYear
    2012
  • Firstpage
    268
  • Lastpage
    281
  • Abstract
    Through its interoperability and reasoning capabilities, the Semantic Web opens a realm of possibilities for developing intelligent systems on the Web. The Web Ontology Language (OWL) is the most expressive standard language for modeling ontologies, the cornerstone of the Semantic Web. However, up until now, no standard way of expressing time and time-dependent information in OWL has been provided. In this paper, we present a temporal extension of the very expressive fragment SHIN(D) of the OWL Description Logic language, resulting in the temporal OWL language. Through a layered approach, we introduce three extensions: 1) concrete domains, which allow the representation of restrictions using concrete domain binary predicates; 2) temporal representation , which introduces time points, relations between time points, intervals, and Allen´s 13 interval relations into the language; and 3) timeslices/fluents, which implement a perdurantist view on individuals and allow for the representation of complex temporal aspects, such as process state transitions. We illustrate the expressiveness of the newly introduced language by using an example from the financial domain.
  • Keywords
    financial data processing; knowledge representation languages; semantic Web; OWL description logic language; complex temporal aspect representation; concrete domain binary predicates; financial domain; intelligent system development; interval relations; process state transitions; restriction representation; semantic Web; tOWL; temporal Web ontology language; temporal representation; time points; timeslices-fluents; Concrete; Context; Databases; OWL; Ontologies; Resource description framework; Concrete domains; Semantic Web; Web Ontology Language (OWL); fluents; intelligent systems; machine communication; time representation; Algorithms; Artificial Intelligence; Internet; Natural Language Processing; Pattern Recognition, Automated; Programming Languages; Software;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4419
  • Type

    jour

  • DOI
    10.1109/TSMCB.2011.2162582
  • Filename
    6003798