Proceedings of the 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023)

Construction of Resume Recommendation Model for College Students Based on Machine Learning

Authors
Yingjie Bu1, *, Yaodong Jin1, Xiaohua Zhang1, Zhiyuan Zhan1
1Information Engineering School, Wenzhou Business College, Wenzhou, China
*Corresponding author. Email: 1978255193@qq.com
Corresponding Author
Yingjie Bu
Available Online 28 September 2023.
DOI
10.2991/978-94-6463-264-4_11How to use a DOI?
Keywords
machine learning; college graduates; resume data; job recommendation model
Abstract

With the rapid growth of graduates and by the negative impact from the COVID-19, graduates have encountered many difficulties in employment. Therefore, it is particularly necessary to analyze the resume data of college graduates. Based on this need, this paper establishes a resume data extraction model, extracts college students' resume data into the database, saves it as structured data, and then conducts data pre-processing operations. Finally, through using machine learning algorithms to analyze the resume data, the job recommendation model established in this paper can greatly help college students find jobs.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023)
Series
Atlantis Highlights in Computer Sciences
Publication Date
28 September 2023
ISBN
978-94-6463-264-4
ISSN
2589-4900
DOI
10.2991/978-94-6463-264-4_11How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

TY  - CONF
AU  - Yingjie Bu
AU  - Yaodong Jin
AU  - Xiaohua Zhang
AU  - Zhiyuan Zhan
PY  - 2023
DA  - 2023/09/28
TI  - Construction of Resume Recommendation Model for College Students Based on Machine Learning
BT  - Proceedings of the 2023 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023)
PB  - Atlantis Press
SP  - 92
EP  - 100
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-264-4_11
DO  - 10.2991/978-94-6463-264-4_11
ID  - Bu2023
ER  -