Two-Dimensional Description Logics for Context-Based Semantic Interoperability
Klarman, Szymon (Vrije Universiteit Amsterdam) | Gutiérrez-Basulto, Víctor (Universität Bremen)
Description Logics (DLs) provide a clear and broadly accepted paradigm for modeling and reasoning about terminological knowledge. However, it has been often noted, that although DLs are well-suited for representing a single, global viewpoint on an application domain, they offer no formal grounding for dealing with knowledge pertaining to multiple heterogeneous viewpoints — a scenario ever more often approached in practical applications, e.g. concerned with reasoning over distributed knowledge sources on the Semantic Web. In this paper, we study a natural extension of DLs, in the style of two-dimensional modal logics, which supports declarative modeling of viewpoints as contexts, in the sense of McCarthy, and their semantic interoperability. The formalism is based on two-dimensional semantics, where one dimension represents a usual object domain and the other a (possibly infinite) domain of viewpoints, addressed by additional modal operators and a metalanguage, on the syntactic level. We systematically introduce a number of expressive fragments of the proposed logic, study their computational complexity and connections to related formalisms.
Aug-4-2011
- Country:
- Europe
- Germany > Bremen
- Bremen (0.04)
- Netherlands > North Holland
- Amsterdam (0.04)
- United Kingdom > England
- Cambridgeshire > Cambridge (0.04)
- Germany > Bremen
- Europe
- Technology: