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Resume information filtering method and device, model training method and device, equipment and medium

A filtering method and resume technology, applied in the computer field, can solve the problem of low accuracy of filtering results

Pending Publication Date: 2021-03-26
SHENZHEN EEBOCHINA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the embodiment of the present application is to provide a resume information filtering method, model training method, device, electronic equipment and storage medium, aiming to solve the problem of low accuracy of filtering results existing in the current resume filtering method

Method used

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  • Resume information filtering method and device, model training method and device, equipment and medium
  • Resume information filtering method and device, model training method and device, equipment and medium
  • Resume information filtering method and device, model training method and device, equipment and medium

Examples

Experimental program
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Embodiment 1

[0059] see figure 1 , figure 1 It shows a flow chart of the implementation of a method for filtering resume information provided by the embodiment of the present application. The following resume information filtering method in the embodiment of the present application can be applied to electronic devices, including but not limited to computers such as smart phones, tablet computers, desktop computers, supercomputers, personal digital assistants, physical servers, and cloud servers equipment. The method for filtering resume information in the embodiment of the present application includes steps S101 to S105, which are described in detail as follows:

[0060] Step S101, performing word segmentation on resume information to be filtered to obtain a plurality of resume keywords.

[0061] In this embodiment, the resume information is the resume information submitted by the applicant for the recruitment position released by the recruiter, which may include basic information and d...

Embodiment 2

[0087] see figure 2 , figure 2 An implementation flow chart of a model training method provided by an embodiment of the present application is shown. The following model training methods in the embodiments of the present application can be applied to electronic devices, including but not limited to computer devices such as smart phones, tablet computers, desktop computers, supercomputers, personal digital assistants, physical servers, and cloud servers. The model training method of the embodiment of the present application includes steps S201 to S203, which are described in detail as follows:

[0088] Step S201, acquiring resume data and position data, and deduplicating the resume data.

[0089] In this embodiment, resume data and job data are acquired through multiple channels, such as resume data and job data from major recruitment websites. In order to ensure the uniform format of resume data and job data obtained from multiple channels, the resume data and job data ar...

Embodiment 3

[0096] In order to implement the method corresponding to the first embodiment above to achieve corresponding functions and technical effects, a device for filtering resume information is provided below. see image 3 , image 3 It is a structural block diagram of a device for filtering resume information provided by the embodiment of this application. The modules included in the device in this embodiment are used to execute figure 1 For each step in the corresponding embodiment, see for details figure 1 as well as figure 1 Relevant descriptions in the corresponding embodiments. For ease of description, only the parts related to this embodiment are shown, and the resume information filtering device provided by the embodiment of this application includes:

[0097] The word segmentation module 301 is used to perform word segmentation on the resume information to be filtered to obtain a plurality of resume keywords;

[0098] The first determining module 302 is configured to d...

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PUM

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Abstract

The invention provides a resume information filtering method and device, a model training method and device, electronic equipment and a storage medium, and the filtering method comprises the steps ofcarrying out the field replacement of to-be-filtered resume information, and obtaining target resume information; based on a pre-trained information matching model, performing information matching onthe target resume information and preset post information to obtain a comprehensive matching degree; and determining a filtering result of the resume information according to the comprehensive matching degree. Through field replacement, the description terms of the resume information and the description terms of the recruitment post information are the same, the matching degree of the resume content and the post content is improved, and therefore the accuracy of a filtering result is improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular, to a resume information filtering method, model training method, device, electronic equipment and storage medium. Background technique [0002] At present, enterprise units generally receive application resumes sent by applicants through the recruitment system, and enterprise units receive a large number of application resumes every day. In order to improve recruitment efficiency, the recruitment system needs to automatically filter out application resumes related to the recruitment position. [0003] In related technologies, resume filtering methods are usually implemented based on keyword matching. Specifically, resume keywords and job keywords respectively corresponding to resume information and job information are extracted, and the resume keywords and job keywords are matched. However, due to the different language habits of the applicant and the recruiter, there ...

Claims

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Application Information

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IPC IPC(8): G06F16/335G06F40/279G06Q10/10G06N3/04G06N3/08
CPCG06F16/335G06F40/279G06Q10/103G06Q10/1053G06N3/04G06N3/08
Inventor 焦学宁
Owner SHENZHEN EEBOCHINA TECH CO LTD
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