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Automatic ontology construction in fiction-based domain

  • Hui Ngo Goh
  • , Ching Chieh Kiu
  • , Lay Ki Soon
  • , Bali Ranaivo-MalanÇon

Research output: Contribution to journalArticleResearchpeer-review

Abstract

The field of ontology has received attention lately due to the increasing needs in conceptualizing the domain knowledge for resolving various jobs' demand. Numerous new techniques, tools and applications have then been developed for their suitability in managing knowledge. However, most works carried out focused on non-fiction domain and categorizing the concepts into component or cluster. Hence, the originality of the content flow is not preserved. This paper presents an automated ontology construction in fiction domain. The significance of the study lies in (1) designing a simple and easy algorithmic framework for automated ontology construction while preserving the originality of the content flow in an ontology, (2) identification of suitable threshold value in extracting true terms, and (3) process an unstructured fiction-based domain text into meaningful structure automatically.

Original languageEnglish
Pages (from-to)1147-1167
Number of pages21
JournalInternational Journal of Software Engineering and Knowledge Engineering
Volume21
Issue number8
DOIs
Publication statusPublished - Dec 2011
Externally publishedYes

Keywords

  • Automated ontology construction
  • Relation
  • True term

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