Document (#37268)

Author

Shen, M.
Liu, D.-R.
Huang, Y.-S.

Title

Extracting semantic relations to enrich domain ontologies

Source

Journal of Intelligent Information Systems.

Year

2012

Abstract

Domain ontologies facilitate the organization, sharing and reuse of domain knowledge, and enable various vertical domain applications to operate successfully. Most methods for automatically constructing ontologies focus on taxonomic relations, such as is-kind-of and is- part-of relations. However, much of the domain-specific semantics is ignored. This work proposes a semi-unsupervised approach for extracting semantic relations from domain-specific text documents. The approach effectively utilizes text mining and existing taxonomic relations in domain ontologies to discover candidate keywords that can represent semantic relations. A preliminary experiment on the natural science domain (Taiwan K9 education) indicates that the proposed method yields valuable recommendations. This work enriches domain ontologies by adding distilled semantics.

Content

Vgl.: http://www.springerlink.com/content/f493xxq201163354/.

Theme

Computerlinguistik
Wissensrepräsentation

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5. Schutz, A.; Buitelaar, P.: RelExt: a tool for relation extraction from text in ontology extension (2005) 0.23

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