RDFS(FA): Connecting RDF(S) and OWL DL

Jeff Z. Pan, Ian Horrocks

Research output: Contribution to journalArticle

36 Citations (Scopus)

Abstract

Semantic Web (SW) languages are supposed to be compatible with each other in a meaningful way, so as to facilitate machine understanding. Recent research, however, shows that the semantics of the standard SW annotation language RDF (as well as its ontological extension RDFS) and that of the standard SW ontology language OWL DL are not compatible with each other. This paper investigates some issues behind this incompatibility and proposes a novel modification of RDF(S) as a firm semantic foundation for many of the latest Description Logics-based SW ontology languages, including OWL DL. Furthermore, the bidirectional one-to-one mapping between RDFS(FA) axioms in strata 0-2 and OWL DL axioms has been established, which enables RDFS(FA)-agents and OWL DL-agents to communicate with each other more easily. As a result, the introduction of RDFS(FA) clarifies the vision of the Semantic Web and solidifies RDF(S)'s proposed role as the base of the Semantic Web.

Original languageEnglish
Pages (from-to)192-206
Number of pages15
JournalIEEE Transactions on Knowledge and Data Engineering
Volume19
Issue number2
DOIs
Publication statusPublished - Feb 2007

Keywords

  • semantic interoperability
  • knowledge representation
  • ontology
  • metamodeling architecture
  • reuse

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