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Data processing method and device, equipment and medium

A data processing and processor technology, applied in electrical digital data processing, natural language data processing, network data retrieval, etc., can solve problems such as low availability, synonyms are not suitable for specified business scenarios, etc., to achieve the effect of improving utilization

Pending Publication Date: 2022-07-26
BEIJING ORION STAR TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide a data processing method, device, device, and medium to solve the existing problem that synonyms determined in a specific business scenario are not suitable for the specified business scenario and have low availability

Method used

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  • Data processing method and device, equipment and medium
  • Data processing method and device, equipment and medium
  • Data processing method and device, equipment and medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0025] figure 1 A schematic diagram of a data processing process provided by an embodiment of the present invention, the process includes:

[0026] S101: Acquire a target word included in the to-be-processed sentence collected by the smart device.

[0027] The data processing method provided by the embodiment of the present invention is applied to an electronic device, and the electronic device may be an intelligent device such as a robot, or a server.

[0028] In a practical application scenario, when a user needs to query certain information, a query to be processed may be input to the smart device. Among them, there are many ways for the user to input the to-be-processed sentence, which can be input by inputting voice information, inputting the to-be-processed sentence in the form of text on the display screen of the smart device, or inputting by a picture. In the specific implementation process, flexible settings can be made according to actual needs, which are not speci...

Embodiment 2

[0042] In order to facilitate the acquisition of the synonyms corresponding to the target words, on the basis of the above embodiment, in the embodiment of the present invention, the method further includes:

[0043] If the first synonym of the target word cannot be determined according to the business dictionary, then according to the pre-configured global dictionary, determine the general word matched by the target word, and determine the synonym corresponding to the general word as the second synonym of the target word corresponding to the general word, The global dictionary includes common words applicable to various business scenarios and synonyms corresponding to the common words; and the target synonym is determined according to the second synonym of the target word.

[0044] In the embodiment of the present invention, the manners of obtaining the synonyms of the target words include the following three:

[0045] Method 1: Determine the synonym of the target word accord...

Embodiment 3

[0080] In order to facilitate the acquisition of the target words contained in the statement to be processed, on the basis of the above-mentioned embodiment, in this embodiment of the present invention, acquiring the target words contained in the statement to be processed includes:

[0081] Perform word segmentation processing on the statement to be processed, and determine the word segmentation in the statement to be processed;

[0082] Process the characters in the word segmentation that match any of the preconfigured specified characters;

[0083] The processed word is determined as the target word.

[0084] In a practical application scenario, there may be a large number of specified characters in the obtained statement to be processed, and these specified characters will affect the subsequent determination of target synonyms. Therefore, in this embodiment of the present invention, designated characters, that is, words with low relevance to the user's intention are precon...

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PUM

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Abstract

The invention discloses a data processing method and device, equipment and a medium, which are used for solving the problem that the existing synonym determined in a specific business scene is not suitable for the specified business scene and the availability is low. The business dictionary of the specified business scene is determined in advance according to the business words suitable for the specified business scene and the synonyms corresponding to the business words. In the subsequent process of determining the target synonym, the service word matched with the target word is determined according to the target word contained in the to-be-processed statement and each service word contained in the pre-configured service dictionary, and the first synonym corresponding to the target word can be determined according to the synonym corresponding to the service word. Therefore, the target synonym determined subsequently according to the first synonym corresponding to the target word can be fully suitable for the specified business scene, the requirements of the user in the specified business scene are met to a certain extent, and the utilization rate of the target synonym in the specified business scene is improved.

Description

technical field [0001] The present invention relates to the technical field of natural language processing, and in particular, to a data processing method, apparatus, device and medium. Background technique [0002] When a user is using a search engine to search, such as store search, commodity search, etc., in order to be able to determine the synonyms of the words contained in the query entered by the user, and to include the web pages that match the synonyms in the search results. In the recall, the query expansion based on synonyms will be used, that is, while using the query to search, the synonym of the query is also used to search. In order to apply this technology in search engines, the mining of synonyms is a very important basic work. [0003] In the prior art, in order to realize the mining of synonyms, after the user input sentence to be processed is obtained, the target word contained in the to-be-processed sentence is obtained. According to the pre-configured...

Claims

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Application Information

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IPC IPC(8): G06F16/953G06F40/242G06F40/247G06F40/279G06F40/194
CPCG06F16/953G06F40/242G06F40/247G06F40/279G06F40/194
Inventor 蒋卓林绍令
Owner BEIJING ORION STAR TECH CO LTD