Maximum Entropy Reasoning via Model Counting in (Description) Logics that Count

Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/GutachtenBeitrag in KonferenzbandBeigetragenBegutachtung

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

OriginalspracheEnglisch
TitelProceedings of FLAIRS-38
PublikationsstatusVeröffentlicht - 14 Mai 2025
Peer-Review-StatusJa

Publikationsreihe

ReiheThe International FLAIRS Conference Proceedings
Nummer1
Band38
ISSN2334-0754

Konferenz

Titel38th International Florida Artificial Intelligence Research Society Conference
KurztitelFLAIRS-38
Veranstaltungsnummer38
Dauer20 - 23 Mai 2025
Webseite
OrtHilton Daytona Beach Oceanfront Resort
StadtDaytona Beach
LandUSA/Vereinigte Staaten

Externe IDs

ORCID /0000-0002-4049-221X/work/191530702

Schlagworte

ASJC Scopus Sachgebiete