1. Sentence recognition using artificial neural networks
- Author
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Majewski, Maciej and Zurada, Jacek M.
- Subjects
- *
ARTIFICIAL neural networks , *COMPUTATIONAL linguistics , *DATABASES , *COMPUTER algorithms , *EXPERT systems , *COMPUTER science - Abstract
Abstract: 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. [Copyright &y& Elsevier]
- Published
- 2008
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