Human-computer interaction method for forestry ecological environment based on natural language processing

Abstract

The invention relates to a forestry ecological environment human-computer interaction method based on natural language processing, which belongs to the field of neural networks. This method uses the method of knowledge graph to reason the entities of natural language in the forestry ecological environment, so that knowledge reasoning can be transformed into the problem of processing natural language questions by building a deep neural network, so as to find the corresponding relationship and represent the depth of the knowledge graph under learning. Learn to reason and draw corresponding conclusions. The present invention introduces the concept of knowledge graph into deep learning, injects shallow semantic understanding results into the knowledge graph on the basis of constructing the knowledge graph, and obtains deeper semantic understanding through corresponding knowledge reasoning. The invention solves the problem of voice and text information interaction in the forestry ecological environment, enables multi-modal interactive devices to realize interactive functions such as forest area navigation, local weather consultation, ecological protection publicity, and scenic spot push, and improves user experience.

Description

technical field [0001] The invention belongs to the field of neural networks and relates to a forestry ecological environment human-computer interaction method based on natural language processing. Background technique [0002] As a key technology in the era of intelligence, artificial intelligence technology centered on deep learning has increasingly become the engine of a new round of industrial revolution, and is profoundly affecting the international industrial competition pattern and the country's international competitiveness. In the branch field of artificial intelligence, Natural Language Processing (Natural Language Processing, NLP) is one of the representative fields, the purpose is to make the computer process human language correctly, and make various correct responses that people expect accordingly. Human-computer interaction equipment is a type of basic equipment with complex structure, high degree of integration and intensive technology. It leads the developme...

AI Technical Summary

Problems solved by technology

This invention solves the problem of voice and text information interaction in the forestry ecological environment, enables multi-modal interactive devices to realize interactive functions such as forest area navigation, local weather consultation, ecological protection publicity, and scenic spot push, and improves user experience.

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