Rough Set Semantics for Identity on the Web

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Abstract

Identity relations are at the foundation of the Linked Open Data initiative and on the Semantic Web in general. They allow the interlinking of alternative descriptions of the same thing. However, many practical uses of owl:sameAs are known to violate its formal semantics. We propose a method that assigns meaning to (the subrelations of) an identity relation using the predicates of the dataset schema. Applications of this approach include automated suggestions for asserting/retracting identity pairs and quality assessment. We also describe an experimental design for this approach.
Original languageEnglish
Title of host publicationAAAI Fall Symposium Semantics for Big Data
EditorsF. van Harmelen, J. Hendler, P Hitzler, K Janowicz
PublisherAAAI
Pages10-13
Number of pages4
Publication statusPublished - 2013
EventAAAI Fall Symposium -
Duration: 1 Jan 20131 Jan 2013

Conference

ConferenceAAAI Fall Symposium
Period1/01/131/01/13

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