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
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