Resume screening method and device

A screening method and resume technology, applied in the resume field, can solve the problems of large difference between literal semantics and real semantics, complex resume structure, and high computational complexity of resume matching.

Pending Publication Date: 2022-07-12
图谱天下(北京)科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] (1) The resume structure is complex: a resume is a relatively structured text, which usually includes several main parts such as personal information, personal profile, work experience, project experience, and education experience. The existing resume matching does not consider the differences between different parts. Similarity
[0005] (2) The computational complexity of resume matching is high: due to the large scale of resumes, many fields and long texts, the matching results of using direct resumes to match all candidate resumes are not ideal
[0006] (3) Terminology matching is difficult: Traditional text matching relies on literal similarity. However, resumes contain a large number of terms describing competencies and skills. "Event extraction" is completely different literally, but semantically very related, so the existing technology is easy to miss resumes with different semantics that meet the needs of employers

Method used

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  • Resume screening method and device
  • Resume screening method and device
  • Resume screening method and device

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Embodiment Construction

[0064]In the following, only certain exemplary embodiments are briefly described. As those skilled in the art would realize, the described embodiments may be modified in various different ways, all without departing from the spirit or scope of the present invention. Accordingly, the drawings and description are to be regarded as illustrative in nature and not restrictive.

[0065] The preferred embodiments of the present invention will be described below with reference to the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, but not to limit the present invention.

[0066] figure 1 is the schematic diagram of the flow chart of the resume screening method of the present invention, such as figure 1 As shown, the resume screening method includes:

[0067] Step S1, obtaining a standard resume that meets the client's employment requirements;

[0068] Step S2, screen out a...

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Abstract

The invention provides a resume screening method and device. The resume screening method comprises the steps that a standard resume meeting the employment requirement of a client side is obtained; and screening out at least one candidate resume according to the sequence of similarity with the standard resumes from high to low. According to the method, the candidate resumes are screened by adopting a method matched with the standard resumes conforming to the employment requirements of the client, so that the candidate resumes conforming to the employment requirements of the client can be screened out more simply and effectively.

Description

technical field [0001] The invention belongs to the technical field of resumes, and in particular relates to a resume screening method and device. Background technique [0002] Resume matching has important practical application value in person-post matching, and it has direct application to the personal development of employees, the company's search for suitable employees and the rational allocation of human resources in the whole society. The current job-post matching is mainly based on the calculation of the similarity between the job description (JD) and the resume (CV). Enterprise personnel usually describe the expectations of the person in the position by writing the position accusation, job requirements, etc. in the JD. But job descriptions are often difficult to describe the full demand for the position, especially for jobs that require more experience. [0003] Text matching is a common task in the field of natural language processing. There are already many relat...

Claims

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Application Information

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IPC IPC(8): G06F16/36G06F16/33G06F40/279G06F40/30G06N3/04G06N3/08G06Q10/10
CPCG06F16/367G06F16/3344G06F40/30G06F40/279G06N3/04G06N3/08G06Q10/105
Inventor雷真安波孙绍军赵阿民
Owner图谱天下(北京)科技有限公司