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Building of the Predicate Recognition System for the NLP Ontology Learning Module | IEEE Conference Publication | IEEE Xplore

Building of the Predicate Recognition System for the NLP Ontology Learning Module


Abstract:

The practical approach to recognizing a description logic predicate in a natural language sentence is presented. The approach is based on using the open source tool - Lin...Show More

Abstract:

The practical approach to recognizing a description logic predicate in a natural language sentence is presented. The approach is based on using the open source tool - Link Grammar Parser in combination with Protégé-OWL API. Machine learning method of recognition based on naïve Bayes allows distinguishing kind of previously learned binary predicate and roles of its attributes. The predicate recognition system had been included into ontology learning module of the CROCUS application.
Date of Conference: 18-21 September 2019
Date Added to IEEE Xplore: 05 December 2019
ISBN Information:
Conference Location: Metz, France

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