Maximum Entropy Reasoning via Model Counting in (Description) Logics that Count
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
Beitragende
Abstract
In previous work it was shown that the logic ALCME, which extends the description logic (DL) ALC with probabilistic conditionals, has domain-lifted inference. Here, we extend this result from the base logic ALC to two logics that can count, the two-variable fragment C2 of first-order logic (FOL) with counting quantifiers, and the DL ALCSCC, which is not a fragment of FOL. As an auxiliary result, we prove that model counting in ALCSCC can be realized in a domain-liftable way.
Details
| Originalsprache | Englisch |
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| Titel | Proceedings of FLAIRS-38 |
| Publikationsstatus | Veröffentlicht - 14 Mai 2025 |
| Peer-Review-Status | Ja |
Publikationsreihe
| Reihe | The International FLAIRS Conference Proceedings |
|---|---|
| Nummer | 1 |
| Band | 38 |
| ISSN | 2334-0754 |
Konferenz
| Titel | 38th International Florida Artificial Intelligence Research Society Conference |
|---|---|
| Kurztitel | FLAIRS-38 |
| Veranstaltungsnummer | 38 |
| Dauer | 20 - 23 Mai 2025 |
| Webseite | |
| Ort | Hilton Daytona Beach Oceanfront Resort |
| Stadt | Daytona Beach |
| Land | USA/Vereinigte Staaten |
Externe IDs
| ORCID | /0000-0002-4049-221X/work/191530702 |
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