Abstract
Representation of temporal information for the Semantic Web often involves qualitative defined information (i.e., information described using natural language terms such as “before” or “lasts longer than”), since precise dates, times and durations are not always available. A basic aspect of temporal information is duration of intervals, thus embedding duration relations into ontologies along with their semantics and reasoning rules is an important practical issue. This work proposes a new representation for intervals and their durations in ontologies by means of OWL properties and reasoning rules in SWRL embedded into the ontology. The proposed representation is based on the decomposition of Interval Duration calculus relations (INDU) offering a compact representation and a tractable reasoning mechanism. Furthermore, by embedding reasoning rules using SWRL into the ontology, reasoning semantics are an integrated part of the representation which can be easily shared and modified without requiring additional specialized reasoning software.
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Batsakis, S., Petrakis, E.G.M.: SOWL: A Framework for Handling Spatio-Temporal Information in OWL 2.0. In: Bassiliades, N., Governatori, G., Paschke, A. (eds.) RuleML 2011 - Europe. LNCS, vol. 6826, pp. 242–249. Springer, Heidelberg (2011)
Batsakis, S., Stravoskoufos, K., Petrakis, E.G.M.: Temporal Reasoning for Supporting Temporal Queries in OWL 2.0. In: König, A., Dengel, A., Hinkelmann, K., Kise, K., Howlett, R.J., Jain, L.C. (eds.) KES 2011, Part I. LNCS, vol. 6881, pp. 558–567. Springer, Heidelberg (2011)
Allen, J.F.: Maintaining Knowledge about Temporal Intervals. Communications of the ACM 26(11), 832–843 (1983)
Pujari, A., Kumari, V., Sattar, A.: INDU: An interval & duration network. In: Advanced Topics in Artificial Intelligence, pp. 291–303 (1999)
Welty, C., Fikes, R.: A Reusable Ontology for Fluents in OWL. Frontiers in Artificial Intelligence and Applications 150, 226–236 (2006)
Renz, J., Nebel, B.: Qualitative Spatial Reasoning using Constraint Calculi. In: Handbook of Spatial Logics, pp. 161–215. Springer, Netherlands (2007)
van Beek, P., Cohen, R.: Exact and approximate reasoning about temporal relations. Computational Intelligence 6(3), 132–147 (1990)
Nebel, B., Burckert, H.J.: Reasoning About Temporal Relations: A Maximal Tractable Subclass of Allen’s Interval Algebra. Journal of the ACM (JACM) 42(1), 43–66 (1995)
Preventis, A., Makri, X., Petrakis, E., Batsakis, S.: CHRONOS: A Tool for Handling Temporal Ontologies in Protege. In: Proceedings of 24th International Conference on Tools with Artificial Intelligence (ICTAI 2012), Athens, Greece, November 7-9 (2012)
Welty, C., Fikes, R.: A Reusable Ontology for Fluents in OWL. In: Formal Ontology in Information Systems: Proceedings of the Fourth International Conference (FOIS 2006), pp. 226–336 (2006)
Noy, N., Rector, A., Hayes, P., Welty, C.: Defining N-ary Relations on the Semantic Web. W3C Working Group Note 12 (2006)
Mylopoulos, J., Borgida, A., Jarke, M., Koubarakis, M., Telos, M.: Representing knowledge about information systems. ACM Transactions on Information Systems (TOIS) 8(4), 325–362 (1990)
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Batsakis, S., Antoniou, G., Tachmazidis, I. (2015). Integrated Representation of Temporal Intervals and Durations for the Semantic Web. In: Bassiliades, N., et al. New Trends in Database and Information Systems II. Advances in Intelligent Systems and Computing, vol 312. Springer, Cham. https://doi.org/10.1007/978-3-319-10518-5_12
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DOI: https://doi.org/10.1007/978-3-319-10518-5_12
Publisher Name: Springer, Cham
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