Axiomatization of General Concept Inclusions from Streams of Interpretations with Optional Error Tolerance
Research output: Contribution to book/conference proceedings/anthology/report › Conference contribution › Contributed › peer-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 language | English |
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Title of host publication | Proceedings 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 |
Editors | Sergei Kuznetsov, Amedeo Napoli, Sebastian Rudolph |
Publisher | CEUR-WS.org |
Pages | 9-16 |
Number of pages | 8 |
Volume | 1703 |
Publication status | Published - 30 Aug 2016 |
Peer-reviewed | Yes |
Publication series
Series | CEUR Workshop Proceedings |
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External IDs
Scopus | 84992665992 |
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ORCID | /0000-0003-0219-0330/work/153109401 |