RDF semantics for web association rules

Authors:
Mauricio Minuto Espil
Affiliations:
FCEyN, Universidad de Buenos Aires, Argentina
Venue:
RR'11 Proceedings of the 5th international conference on Web reasoning and rule systems
Year:
2011

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Abstract

We present a vocabulary expansion of RDFS, which admits the assertion of rules that hold on associations among sets ofRDFS classes, and we give an actual-world semantics to statements in the language expansion that properly captures the meaning commonly given to association rules w.r.t. context, support and confidence, while interacting with class subsumptions and instance typing. In addition, we exhibit a sound and complete procedure for the association rule entailment problem.