Agricultural knowledge intelligent question-answering method and system and electronic equipment

A technology of intelligent question answering and knowledge, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve problems such as not considering the characteristics, and not developing a method system combining intelligent question answering and knowledge graph of agricultural knowledge, to achieve The effect of high-efficiency coaching

Active Publication Date: 2019-12-20
CHINA AGRI UNIV
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AI Technical Summary

Problems solved by technology

However, the current research on intelligent question answering of agricultural knowledge has not considered the characteristics of this aspect, and no method and system for combining intelligent question answering of agricultural knowledge with knowledge graphs have been developed.

Method used

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  • Agricultural knowledge intelligent question-answering method and system and electronic equipment
  • Agricultural knowledge intelligent question-answering method and system and electronic equipment
  • Agricultural knowledge intelligent question-answering method and system and electronic equipment

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Embodiment approach

[0058]Among them, clustering algorithm, also known as group analysis, is a statistical analysis method for studying (samples or indicators) classification problems, and it is also an important algorithm for data mining. Clustering algorithms generally have the following implementation methods: Partitioning Methods, Hierarchical Methods, density-based methods, grid-based methods, model-based The method (Model-BasedMethods), the embodiment of the present invention does not limit the implementation of the clustering algorithm.

[0059] Further, since the embodiment of the present invention is mainly aimed at intelligent question and answering of agricultural knowledge, in step S241, clustering is performed on the set of related entity words, and after obtaining different entity word classes, the entity word classes can be roughly divided into: There are three major categories: crop entity class, disease and pest entity class, and agricultural operation entity class.

[0060] Fur...

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Abstract

The embodiment of the invention provides an agricultural knowledge intelligent question-answering method and system and electronic equipment. The agricultural knowledge intelligent question-answeringmethod comprises the steps: obtaining a user question, and extracting at least one keyword in the user question; inputting the keywords into an agricultural technology knowledge graph model, and obtaining an output result corresponding to the user question and output by the agricultural technology knowledge graph model, wherein the output result at least comprises question answers; and obtaining the agricultural technology knowledge graph model based on agricultural technology knowledge graph training. The agricultural knowledge intelligent question-answering system comprises a data receivingunit and a data processing unit and is used for executing the agricultural knowledge intelligent question-answering method. The agricultural knowledge intelligent question-answering system and methodcan establish an agricultural technology knowledge graph through deep learning and analysis of massive question and answer data, can establish an agricultural technology knowledge graph model based onthe agricultural technology knowledge graph, can perform keyword extraction on question description input by a user, can realize the functions of intelligently identifying questions and generating solutions, and can provide a convenient, scientific and efficient guidance mode for agricultural production.

Description

technical field [0001] The present invention relates to the technical field of agricultural information recommendation, in particular to an intelligent question answering method, system and electronic equipment for agricultural knowledge. Background technique [0002] With the development of science and technology, more and more service industries use computer network systems to intelligently answer common questions provided by users. Among them, the intelligent question answering system generally adopts the form of one question and one answer, accurately locates the questioning knowledge required by the user, and provides personalized information services by interacting with the website users. [0003] In the existing technology, the common intelligent question answering system generally sorts all questions into several process-diagnostic knowledge, and tries to solve common customer problems from the Web side by guiding interactive services. However, the answers to the qu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F16/33G06F16/36
CPCG06F16/3329G06F16/3334G06F16/367
Inventor 李想张博凯杨阳陈泓亦
Owner CHINA AGRI UNIV
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