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 language | English |
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| Title of host publication | Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022 |
| Publisher | ijcai.org |
| Pages | 2662-2668 |
| Number of pages | 7 |
| ISBN (Electronic) | 978-1-956792-00-3 |
| ISBN (Print) | 978-1-956792-00-3 |
| DOIs | |
| Publication status | Published - 2022 |
| Event | 31st International Joint Conference on Artificial Intelligence - Vienna, Austria Duration: 23 Jul 2022 → 29 Jul 2022 |
Conference
| Conference | 31st International Joint Conference on Artificial Intelligence |
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| Abbreviated title | IJCAI 2022 |
| Country/Territory | Austria |
| City | Vienna |
| Period | 23/07/22 → 29/07/22 |
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.