1998 · 89 citations · 14 references
In this paper we present a new semantics, called Local Models Semantics, and use it to provide a foundation to reasoning with contexts. This semantics captures and makes precise the two main intuitions underlying contextual reasoning: (i) reasoning is mainly local and uses only part of what is potentially available (e.g. what is known, the available inference procedures), this part is what we call context (of reasoning); however (ii) the context may change and there is compatibility among the reasoning performed in different contexts. We validate our semantics by formalizing two important forms of contextual reasoning: reasoning with viewpoints and reasoning about belief. 1 Introduction Contexts are an important topic in many research areas, for example in the semantics of natural language (see, e.g., [Kaplan, 1978]), and in computational linguistics (see, e.g., [Fauconnier, 1985]). Lately, contexts have been independently proposed in [Giunchiglia, 1993] and [McCarthy, 1987] ...
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Douglas B. Lenat · Communications of the ACM · 1995 · 1.9K citations · Full text
Belief, awareness, and limited reasoning
Ronald Fagin, Joseph Y. Halpern · Artificial Intelligence · 1987 · 880 citations
John McCarthy · CogPrints (University of Southampton) · 1993 · 765 citations
Agents that reason and negotiate by arguing
Simon Parsons · Journal of Logic and Computation · 1998 · 657 citations