Automating Reasoning with Standpoint Logic via Nested Sequents

May 05, 2022 ยท The Ethereal ยท ๐Ÿ› International Conference on Principles of Knowledge Representation and Reasoning

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Tim S. Lyon, Lucรญa Gรณmez รlvarez arXiv ID 2205.02749 Category cs.LO: Logic in CS Cross-listed cs.AI, cs.DS, cs.MA, math.LO Citations 11 Venue International Conference on Principles of Knowledge Representation and Reasoning Last Checked 2 months ago
Abstract
Standpoint logic is a recently proposed formalism in the context of knowledge integration, which advocates a multi-perspective approach permitting reasoning with a selection of diverse and possibly conflicting standpoints rather than forcing their unification. In this paper, we introduce nested sequent calculi for propositional standpoint logics--proof systems that manipulate trees whose nodes are multisets of formulae--and show how to automate standpoint reasoning by means of non-deterministic proof-search algorithms. To obtain worst-case complexity-optimal proof-search, we introduce a novel technique in the context of nested sequents, referred to as "coloring," which consists of taking a formula as input, guessing a certain coloring of its subformulae, and then running proof-search in a nested sequent calculus on the colored input. Our technique lets us decide the validity of standpoint formulae in CoNP since proof-search only produces a partial proof relative to each permitted coloring of the input. We show how all partial proofs can be fused together to construct a complete proof when the input is valid, and how certain partial proofs can be transformed into a counter-model when the input is invalid. These "certificates" (i.e. proofs and counter-models) serve as explanations of the (in)validity of the input.
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