Resume data information analysis and matching method and device, electronic equipment and medium

Abstract

The invention provides a resume data information analysis and matching method and device, electronic equipment and a medium. According to the method, the retrieved resume can be preprocessed; obtaining a resume to be parsed, constructing a word segmentation directed acyclic graph according to a pre-constructed word segmentation dictionary so as to segment the resume to be analyzed; the word segmentation result of the to-be-analyzed resume can be quickly obtained; obtaining resume text, further constructing a co-occurrence matrix according to the resume text; determining keywords of the resumetext based on a co-occurrence matrix; obtaining a character sequence in the keyword; performing word representation processing on the character sequence by utilizing a word representation model, wordrepresentation of the character sequence is obtained. According to the method, the word representation is input into the resume label analysis model to obtain the resume label sequence, and the similarity between each label in the resume label sequence and the label of each post is further calculated to determine the resume matched with each post, so that the post and the resume can be quickly, accurately and intelligently matched.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a resume data information analysis and matching method, device, electronic equipment and medium. Background technique [0002] In the existing technical solution, when performing resume matching, it is usually necessary to manually screen and match resumes associated with positions, which not only consumes a lot of labor costs, but also takes a long time. [0003] At present, the intelligent screening of resumes is still only at the initial stage of removing some resumes that do not meet the requirements (such as screening out resumes that do not meet the academic qualifications), and it is still unable to realize the automatic matching of positions and resumes. Contents of the invention [0004] In view of the above, it is necessary to provide a resume data information analysis and matching method, device, electronic equipment and medium, which can realize fast...

AI Technical Summary

Problems solved by technology

[0002] In the existing technical solution, when performing resume matching, manual screening is usually required, and the resume associated with the position is matched, which not only consumes a lot of labor costs, but also takes a long time

[0003] At present, the intelligent screening of resumes is still only at the initial stage of removing some resumes that do not meet the requirements (such as screening out resumes that do not meet the academic qualifications), and it is still unable to realize the automatic matching of positions and resumes.

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