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KCAP
2005
ACM

Extracting significant words from corpora for ontology extraction

8 years 10 months ago
Extracting significant words from corpora for ontology extraction
This paper reports a technique for Knowledge Extraction using Natural Language Processing for the purposes of semi-automatic Ontology learning. Determination of significant words in a relevant collection of text is an important first step in building ontologies from natural language text. However, terminology identification is also a slow and expensive process requiring terminological and domain expertise. We report experiments with three different document collections comparing word frequency distributions over documents against a reference corpus representing more general subject matter.
Dileep G. Damle, Victoria S. Uren
Added 26 Jun 2010
Updated 26 Jun 2010
Type Conference
Year 2005
Where KCAP
Authors Dileep G. Damle, Victoria S. Uren
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