Lexicographic Entailment, Syntax Splitting and the Drowning Problem

Jesse Heyninck, Gabriele Kern-Isberner, Thomas Andreas Meyer

Research output: Chapter in Book/Report/Conference proceedingConference paper

6 Citations (Scopus)
99 Downloads (Pure)

Abstract

Lexicographic inference is a well-known and popular approach to reasoning with non-monotonic conditionals. It is a logic of very high-quality, as it extends rational closure and avoids the so-called drowning problem. It seems, however, this high quality comes at a cost, as reasoning on the basis of lexicographic inference is of high computational complexity. In this paper, we show that lexicographic inference satisfies syntax splitting, which means that we can restrict our attention to parts of the belief base that share atoms with a given query, thus seriously restricting the computational costs for many concrete queries. Furthermore, we make some observations on the relationship between c-representations and lexicographic inference, and reflect on the relation between syntax splitting and the drowning problem.
Original languageEnglish
Title of host publicationProceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022
Publisherijcai.org
Pages2662-2668
Number of pages7
ISBN (Electronic)978-1-956792-00-3
ISBN (Print)978-1-956792-00-3
DOIs
Publication statusPublished - 2022
Event31st International Joint Conference on Artificial Intelligence - Vienna, Austria
Duration: 23 Jul 202229 Jul 2022

Conference

Conference31st International Joint Conference on Artificial Intelligence
Abbreviated titleIJCAI 2022
Country/TerritoryAustria
CityVienna
Period23/07/2229/07/22

Bibliographical note

Funding Information:
The work of Jesse Heyninck was partially supported by Fonds Wetenschappelijk Onderzoek – Vlaanderen (project G0B2221N).

Funding Information:
The work of Jesse Heyninck was partially supported by Fonds Wetenschappelijk Onderzoek - Vlaanderen (project G0B2221N).

Publisher Copyright:
© 2022 International Joint Conferences on Artificial Intelligence. All rights reserved.

Copyright:
Copyright 2022 Elsevier B.V., All rights reserved.

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