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
Link To Document :
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