Connecting Proof Theory and Knowledge Representation: Sequent Calculi and the Chase with Existential Rules

June 05, 2023 ยท The Ethereal ยท ๐Ÿ› International Conference on Principles of Knowledge Representation and Reasoning

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
Pure theory โ€” exists on a plane beyond code

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Authors Tim S. Lyon, Piotr Ostropolski-Nalewaja arXiv ID 2306.02521 Category cs.LO: Logic in CS Cross-listed cs.AI, cs.DB, math.LO Citations 1 Venue International Conference on Principles of Knowledge Representation and Reasoning Last Checked 5 months ago
Abstract
Chase algorithms are indispensable in the domain of knowledge base querying, which enable the extraction of implicit knowledge from a given database via applications of rules from a given ontology. Such algorithms have proved beneficial in identifying logical languages which admit decidable query entailment. Within the discipline of proof theory, sequent calculi have been used to write and design proof-search algorithms to identify decidable classes of logics. In this paper, we show that the chase mechanism in the context of existential rules is in essence the same as proof-search in an extension of Gentzen's sequent calculus for first-order logic. Moreover, we show that proof-search generates universal models of knowledge bases, a feature also exhibited by the chase. Thus, we formally connect a central tool for establishing decidability proof-theoretically with a central decidability tool in the context of knowledge representation.
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