Derivation-Graph-Based Characterizations of Decidable Existential Rule Sets

July 17, 2023 ยท The Ethereal ยท ๐Ÿ› European Conference on Logics in Artificial Intelligence

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Tim S. Lyon, Sebastian Rudolph arXiv ID 2307.08481 Category cs.LO: Logic in CS Cross-listed cs.AI, cs.DB, math.LO Citations 0 Venue European Conference on Logics in Artificial Intelligence Last Checked 5 months ago
Abstract
This paper establishes alternative characterizations of very expressive classes of existential rule sets with decidable query entailment. We consider the notable class of greedy bounded-treewidth sets (gbts) and a new, generalized variant, called weakly gbts (wgbts). Revisiting and building on the notion of derivation graphs, we define (weakly) cycle-free derivation graph sets ((w)cdgs) and employ elaborate proof-theoretic arguments to obtain that gbts and cdgs coincide, as do wgbts and wcdgs. These novel characterizations advance our analytic proof-theoretic understanding of existential rules and will likely be instrumental in practice.
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