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Method, system, device and medium for matching job with resume

A position and resume technology, applied in the field of matching positions and resumes, can solve the problems of not taking into account the needs of enterprise employment, failing to achieve semantic matching, unable to realize personalized search and recommendation of resumes, etc., to solve the problem of accuracy and Personalized problems, the effect of improving efficiency

Inactive Publication Date: 2019-04-26
义橙网络科技(上海)有限公司
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AI Technical Summary

Problems solved by technology

[0002] At present, when searching and recommending resumes, Internet products related to the domestic human resources industry only simply identify and process job and resume information. They are still in the stage of keyword matching, do not achieve semantic matching, and do not consider According to the employment needs of enterprises, personalized search and recommendation of resumes cannot be realized

Method used

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  • Method, system, device and medium for matching job with resume
  • Method, system, device and medium for matching job with resume
  • Method, system, device and medium for matching job with resume

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no. 1 approach

[0053] The second embodiment of the present invention relates to a method for matching positions and resumes. figure 2 Another schematic flowchart showing a method for matching positions and resumes. like figure 2 As shown, compared with the first embodiment, the method 100 further includes:

[0054] Step 110, perform personalized sorting on the screened resumes. Personalized sorted resumes can realize personalized recommendation of resumes.

[0055] Optionally, the screened resumes are scored based on job characteristics and resume characteristics through a personalized ranking model, and resumes with higher scores are ranked higher in the personalized ranking.

[0056] For example, the retained resumes include the first resume and the second resume described above. For the first resume, through the personalized ranking model, based on the extracted job features "Machine Learning", "Advertising" and "CTR Estimation" and resume features "A University", "B Company", "Mach...

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Abstract

The invention relates to the technical field of information retrieval, in particular to a method, a system, equipment and a medium for matching positions and resumes. The method comprises the following steps: extracting position features and resume features by utilizing a natural language processing technology; Carrying out importance sorting on the position features; Retrieving the resumes according to the position features, wherein the retrieved resumes at least comprise resume features corresponding to the position features; And based on the ranking of the position features in the importance ranking, screening the resumes obtained through retrieval. The resume screening method solves the problem of man-post matching accuracy and individuation, and improves the resume screening efficiency.

Description

technical field [0001] The invention relates to the technical field of information retrieval, in particular to a method, system, device and medium for matching positions and resumes. Background technique [0002] At present, when searching and recommending resumes, Internet products related to the domestic human resources industry only simply identify and process job and resume information. They are still in the stage of keyword matching, do not achieve semantic matching, and do not consider According to the employment needs of enterprises, it is impossible to realize the personalized search and recommendation of resumes. Contents of the invention [0003] The purpose of the present invention is to provide a method, system, device and medium for matching positions and resumes, to solve the problems of accuracy and personalization of job-post matching, and to improve the efficiency of screening resumes. [0004] The invention discloses a method for matching positions and r...

Claims

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Application Information

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IPC IPC(8): G06F16/33G06F16/9535G06Q10/10
CPCG06Q10/1053
Inventor 姚程张成硕沈永张武
Owner 义橙网络科技(上海)有限公司
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