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

Research output: Contribution to book/conference proceedings/anthology/reportConference contributionContributedpeer-review

Contributors

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

Original languageEnglish
Title of host publicationProceedings 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
EditorsSergei Kuznetsov, Amedeo Napoli, Sebastian Rudolph
PublisherCEUR-WS.org
Pages9-16
Number of pages8
Volume1703
Publication statusPublished - 30 Aug 2016
Peer-reviewedYes

Publication series

SeriesCEUR Workshop Proceedings

External IDs

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