The Semantic Web as a Linguistic Resource: Opportunities for Natural Language Generation

Christopher Stuart Mellish, Xiantang Sun

Research output: Contribution to journalArticlepeer-review

21 Citations (Scopus)


This paper argues that, because the documents of the semantic web are created by human beings, they are actually much more like natural language documents than theory would have us believe. We present evidence that natural language words are used extensively and in complex ways in current ontologies. This leads to a number of dangers for the semantic web, but also opens up interesting new challenges for natural language processing. This is illustrated by our own work using natural language generation to present parts of ontologies. (c) 2006 Elsevier B.V. All rights reserved.

Original languageEnglish
Pages (from-to)298-303
Number of pages6
JournalKnowledge-Based Systems
Issue number5
Early online date8 Feb 2006
Publication statusPublished - Sep 2006


  • ontologies
  • semantic web
  • natural language processing

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