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Medical field intention recognition method, device and equipment and storage medium

A recognition method and intent technology, applied in the field of medical data, can solve problems such as low accuracy of intent recognition

Pending Publication Date: 2020-12-04
KANG JIAN INFORMATION TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention provides a method, device, equipment and storage medium for identifying intentions in the medical field, which solves the problem of low accuracy in identifying intentions in the medical field

Method used

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  • Medical field intention recognition method, device and equipment and storage medium
  • Medical field intention recognition method, device and equipment and storage medium
  • Medical field intention recognition method, device and equipment and storage medium

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Embodiment Construction

[0027] The present invention provides a method, device, device and storage medium for intent recognition in the medical field, which are used to reduce error transmission and interference of redundant information in the process of entity extraction, improve the accuracy of entity recognition results, and further improve intent recognition in the medical field the accuracy of the results.

[0028] In order to enable those skilled in the art to better understand the solutions of the present invention, the embodiments of the present invention will be described below with reference to the drawings in the embodiments of the present invention.

[0029] The terms "first", "second", "third", "fourth", etc. (if any) in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and not necessarily Used to describe a specific sequence or sequence. It is to be understood that the terms so used are interchangeable under appropriate ...

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Abstract

The invention relates to the field of artificial intelligence, discloses a medical field intention recognition method, device and equipment and a storage medium, is applied to the field of smart medical treatment, and improves the accuracy of a medical field intention recognition result. The method comprises the steps of obtaining an initial question statement from a terminal; calling a preset identification model to perform entity identification on the initial question statement to obtain an entity identification result; performing entity linking on the plurality of coarse-grained entity tagsaccording to a preset medical entity synonym table to obtain linked entity tags; performing intention recognition on the initial problem statement according to a preset intention recognition model, an entity recognition result and the linked entity label to obtain candidate medical intentions; generating knowledge graph query statements according to the candidate medical intentions; and performing knowledge graph query in a preset medical knowledge graph based on the knowledge graph query statement to obtain a knowledge graph query result, generating a corresponding target verbal skill according to the knowledge graph query result, and sending the target verbal skill to the terminal.

Description

technical field [0001] The present invention relates to the field of medical data, in particular to a method, device, equipment and storage medium for identifying intentions in the medical field. Background technique [0002] With the application of computer technology in the medical field, the online consultation method has gradually broken the limitations of traditional medical treatment, bringing convenient and efficient medical experience to users. It also saves medical resources and improves the efficiency of consultation. With the development of natural language processing technology, the online consultation system is gradually developing towards intelligence. For example, an intelligent question and answer engine is introduced into the consultation system, which can replace the doctor to answer user questions during the consultation process, and at the same time provide assistance for the doctor. Decision support makes the consultation process more efficient. [000...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06F16/36G06F40/247G06F40/289G06F40/295G06F40/30G06K9/62G06N3/04G06N3/08
CPCG06F16/3329G06F16/367G06F40/247G06F40/289G06F40/295G06F40/30G06N3/049G06N3/08G06N3/045G06F18/2415
Inventor 原丽娜
Owner KANG JIAN INFORMATION TECH (SHENZHEN) CO LTD
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