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This paper explores the idea of integrating powerful optimization and planning techniques with knowledge representation formalisms of the Semantic Web. The paper outlines a language paradigm that combines algebraic and logical modelling of constraints and objective functions. It provides a method for instantiation of optimization and planning problems with Semantic Web background knowledge, by modelling...
Planning is an important reasoning capability for the Semantic Web (SW), however, it is currently not fully integrated into existing SW standards. We present a novel query language to represent objective functions and constraints through combinations of conjunctive queries which are written in terms of roles and concepts of a Description Logic (DL). Furthermore, we consider a compiler that instantiates...
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