Automatic recognition and evaluation of natural language commands

Authors:
Maciej Majewski;Wojciech Kacalak
Affiliations:
Department of Mechanical Engineering, Technical University of Koszalin, Koszalin, Poland;Department of Mechanical Engineering, Technical University of Koszalin, Koszalin, Poland
Venue:
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Year:
2006

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Abstract

New applications of artificial neural networks are capable of recognition and verification of effects and safety of commands given by the operator of the technological device. In this paper there is a review of the selected issues on estimation of results and safety of the operator’s commands as well as supervision of the technological process. A view is offered of the complexity of effect analysis and safety assessment of commands given by the operator using neural networks. The first part of the paper introduces a new concept of modern supervising systems of the technological process using a natural language human-machine interface and discusses the general topics and issues. The second part is devoted to a discussion of more specific topics of the automatic command verification that have led to interesting new approaches and techniques.