Medical beauty theme identification method, device and equipment and storage medium

A recognition method and subject technology, applied in the field of data processing, can solve the problems of lack of generalization of synonym rules, large labor cost, etc., and achieve the effect of rapid and accurate recognition and intelligent dialogue response.

Pending Publication Date: 2020-05-19
XIAMEN KUAISHANGTONG TECH CORP LTD
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AI Technical Summary

Problems solved by technology

Using this method can basically solve the problem, but for the medical aesthetics industry, there are hundreds of themes of medical aesthetics, which requires a lot of labor costs, and in the end, in order to determine the theme, the synonym rules may reach tens of thousands There are so many, and because the synonym rule does not have any generalization, there will still be a lot of fish that slip through the net if only the synonym depends on the rule

Method used

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  • Medical beauty theme identification method, device and equipment and storage medium
  • Medical beauty theme identification method, device and equipment and storage medium
  • Medical beauty theme identification method, device and equipment and storage medium

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Embodiment Construction

[0037] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0038] An embodiment of the present invention provides a method for identifying medical aesthetic subjects based on information extraction, which is applied to electronic devices, including, but not limited to, medical aesthetic robots, terminals, electronic devices, and the like. The electronic device receives the description of the needs of medical cosmetology input by the user, and uses the trained Named Entity Recognition (NER) model to extract the key information in the user's sentence, and then infers the topic that the user wants to discuss currently from the extracted key information. In this embodiment, the necessary information conditions of a topic are provided in advance, and then the topic discussed by the current user can be deduced through the extracted key information, without the need for endless synon...

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Abstract

The invention discloses a medical beauty theme identification method. The method comprises the following steps: receiving input demand description of medical beauty; extracting a plurality of key medical beauty entities from the demand description by using a trained named entity recognition model; and comparing the plurality of key medical beauty entities with the entity attribute of each medicalbeauty theme in a theme matching library, and determining a target medical beauty theme matched with the plurality of key medical beauty entities. The invention further provides identification terminal equipment, electronic equipment and a computer readable storage medium. According to the method, necessary information conditions of a certain theme are given in advance, and then the theme discussed by the current user can be inferred through the extracted key information without infinite synonym tables, rules and the like, so that the medical theme identification is quicker and more accurate,and the dialogue response of the robot is more intelligent.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a method, device, equipment and storage medium for identifying a theme of medical aesthetics. Background technique [0002] With the development and popularization of artificial intelligence, there are more and more applications of domain-based multi-round dialogue robots in various industries. For robots in all fields, identifying the topics that current customers are talking about is crucial to the smooth progress of the dialogue. important. Topic is the subject of the current conversation. The topics that each robot can solve are determined by the corresponding field. For example, the topics of the robots that focus on answering weather-related questions include temperature, wind, ultraviolet intensity, etc., and the robots that focus on medical beauty intelligent question answering customer service include All medical aesthetic items, such as breast enhancem...

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Application Information

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IPC IPC(8): G16H50/70G06F40/295
CPCG16H50/70
Inventor 詹威肖龙源蔡振华李稀敏刘晓葳
Owner XIAMEN KUAISHANGTONG TECH CORP LTD
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