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Privacy-Preserving Ontology Publishing for EL Instance Stores

We make a first step towards adapting an existing approach for privacy-preserving publishing of linked data to Description Logic (DL) ontologies. We consider the case where both the knowledge about individuals and the privacy policies are expressed using concepts of the DL EL , which corresponds to the setting where the ontology is an EL instance store. We introduce the notions of compliance of a concept with a policy and of safety of a concept for a policy, and show how optimal compliant (safe) generalizations of a given EL concept can be computed. In addition, we investigate the complexity of the optimality problem.

Identiferoai:union.ndltd.org:DRESDEN/oai:qucosa:de:qucosa:70975
Date26 June 2020
CreatorsBaader, Franz, Kriegel, Francesco, Nuradiansya, Adrian
PublisherSpringer
Source SetsHochschulschriftenserver (HSSS) der SLUB Dresden
LanguageEnglish
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/acceptedVersion, doc-type:conferenceObject, info:eu-repo/semantics/conferenceObject, doc-type:Text
Rightsinfo:eu-repo/semantics/openAccess
Relation978-3-030-19569-4, 978-3-030-19570-0, 10.1007/978-3-030-19570-0_21

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