Ontologies for Knowledge Graphs: Breaking the Rules
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Beitragende
Abstract
Large-scale knowledge graphs (KGs) are widely used in industry and academia, and provide excellent use-cases for ontologies. We find, however, that popular ontology languages, such as OWL and Datalog, cannot express even the most basic relationships on the normalised data format of KGs. Existential rules are more powerful, but may make reasoning undecidable. Normalising them to suit KGs often also destroys syntactic restrictions that ensure decidability and low complexity. We study this issue for several classes of existential rules and derive new syntactic criteria to recognise well-behaved rule-based ontologies over KGs.
Details
Originalsprache | Englisch |
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Titel | The Semantic Web – ISWC 2016 |
Redakteure/-innen | Paul Groth, Elena Simperl, Alasdair Gray, Marta Sabou, Markus Krötzsch, Freddy Lecue, Fabian Flöck, Yolanda Gil |
Herausgeber (Verlag) | Springer, Cham |
Seiten | 376–392 |
ISBN (elektronisch) | 978-3-319-46523-4 |
ISBN (Print) | 978-3-319-46522-7 |
Publikationsstatus | Veröffentlicht - 2016 |
Peer-Review-Status | Ja |
Publikationsreihe
Reihe | Lecture Notes in Computer Science |
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Band | 9981 |
ISSN | 0302-9743 |
Externe IDs
researchoutputwizard | legacy.publication#71171 |
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Scopus | 84992646540 |