✦ LIBER ✦

Sentence recognition using artificial neural networks

✍ Scribed by Maciej Majewski; Jacek M. Zurada

Publisher: Elsevier Science
Year: 2008
Tongue: English
Weight: 275 KB
Volume: 21
Category: Article
ISSN: 0950-7051
DOI: 10.1016/j.knosys.2008.03.053

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✦ Synopsis

The paper describes an application of artificial neural networks (ANN) for natural language text reasoning. The task of knowledge discovery in text from a database, represented with a database file consisting of sentences with similar meanings but different lexico-grammatical patterns, was solved with ANNs which recognize the meaning of the text using training files with limited dictionary. The paper features recognition algorithms of text meaning from a selected source using 3-layer ANNs. Tests of the new method have also been described.

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