Axiomatization of General Concept Inclusions from Streams of Interpretations with Optional Error Tolerance

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

Abstract

We propose applications that utilize the infimum and the supremum of closure operators that are induced by structures occuring in the field of Description Logics. More specifically, we consider the closure operators induced by interpretations as well as closure operators induced by TBoxes, and show how we can learn GCIs from streams of interpretations, and how an error-tolerant axiomatization of GCIs from an interpretation guided by a hand-crafted TBox can be achieved.

Details

OriginalspracheEnglisch
TitelProceedings of the 5th International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2016) co-located with the European Conference on Artificial Intelligence (ECAI 2016), The Hague, The Netherlands
Redakteure/-innenSergei Kuznetsov, Amedeo Napoli, Sebastian Rudolph
Herausgeber (Verlag)CEUR-WS.org
Seiten9-16
Seitenumfang8
Band1703
PublikationsstatusVeröffentlicht - 30 Aug. 2016
Peer-Review-StatusJa

Publikationsreihe

ReiheCEUR Workshop Proceedings

Externe IDs

Scopus 84992665992
ORCID /0000-0003-0219-0330/work/153109401