Exploiting tractable fuzzy and crisp reasoning in ontology applications

Jeff Z. Pan, Edward Thomas, Yuan Ren, Stuart Taylor

Research output: Contribution to journalArticle

19 Citations (Scopus)

Abstract

The Semantic Web movement has led to the publication of thousands of ontologies online. These ontologies present and mediate information and knowledge on the Semantic Web. How to provide tractable reasoning services for fuzzy and crisp ontologies has been a pressing research problem over the last five years. In this paper, we present a reusable semantic infrastructure that comprises a tractable reasoning system TrOWL, an ontological search engine ONTOSEARCH2 and a folksonomy extension component Taggr. We show that such an infrastructure can be used to support different ontology applications with tractable reasoning services by making use of tractable profiles in OWL 2 and some of their fuzzy extension.
Original languageEnglish
Pages (from-to)45-53
Number of pages9
JournalIEEE Computational Intelligence Magazine
Volume7
Issue number2
DOIs
Publication statusPublished - 13 Apr 2012

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