Automatic ontology construction from short text: a proposal

  • Prisa Marga Kusumantara Universitas Pembangunan Nasional “Veteran” Jawa Timur, Indonesia
  • Yesi Novia Universitas Pembangunan Nasional “Veteran” Jawa Timur, Indonesia
  • Doddy Ridwandono Universitas Pembangunan Nasional “Veteran” Jawa Timur, Indonesia

Abstract

Ontology is widely implemented in knowledge repository applications by utilizing the semantic search feature. In some application development techniques, ontology construction has been defined before. So the semantic annotation is intended only to gain new knowledge. If ontology has not been defined before, then ontology is built based on existing knowledge, making it flexible against knowledge. This paper has purpose to contsruct ontology automatically from a short text by using open web service. It uses some pattern that form Subject-predicate-object from noun, verb, adjective/adverb, etc, that taken from sentences. It makes use of open web service parser. The results shown that this pattern generated ontology successfully and SPARQL query was answered correctly. The accuracy reached 91.7%.

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Published
Jul 12, 2018
How to Cite
KUSUMANTARA, Prisa Marga; NOVIA, Yesi; RIDWANDONO, Doddy. Automatic ontology construction from short text: a proposal. Proceedings, [S.l.], v. 1, n. 1, p. 496-500, july 2018. Available at: <http://ojs.pnb.ac.id/index.php/Proceedings/article/view/924>. Date accessed: 23 oct. 2018.