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

06/05/2023
by   Tim S. Lyon, et al.
0

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.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/12/2018

A repetition-free hypersequent calculus for first-order rational Pavelka logic

We present a hypersequent calculus G^3Ł∀ for first-order infinite-valued...
research
06/24/2019

Query-driven PAC-Learning for Reasoning

We consider the problem of learning rules from a data set that support a...
research
01/30/2013

Merging Uncertain Knowledge Bases in a Possibilistic Logic Framework

This paper addresses the problem of merging uncertain information in the...
research
01/20/2017

Logical Inferences with Contexts of RDF Triples

Logical inference, an integral feature of the Semantic Web, is the proce...
research
03/21/2011

A Goal-Directed Implementation of Query Answering for Hybrid MKNF Knowledge Bases

Ontologies and rules are usually loosely coupled in knowledge representa...
research
07/18/2021

Proof Search on Bilateralist Judgments over Non-deterministic Semantics

The bilateralist approach to logical consequence maintains that judgment...
research
08/17/2023

LLM-FuncMapper: Function Identification for Interpreting Complex Clauses in Building Codes via LLM

As a vital stage of automated rule checking (ARC), rule interpretation o...

Please sign up or login with your details

Forgot password? Click here to reset