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Design of Human Resource Management System Based on Deep Learning
With the advent of the Internet era, the frequency and proportion of candidates obtaining recruitment information through the Internet is getting higher and higher, and the amount of human resources information such as talent information and postinformation has also increased unprecedentedly, which...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329010/ https://www.ncbi.nlm.nih.gov/pubmed/35909850 http://dx.doi.org/10.1155/2022/9122881 |
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author | Li, Jinlong Zhou, Zhe |
author_facet | Li, Jinlong Zhou, Zhe |
author_sort | Li, Jinlong |
collection | PubMed |
description | With the advent of the Internet era, the frequency and proportion of candidates obtaining recruitment information through the Internet is getting higher and higher, and the amount of human resources information such as talent information and postinformation has also increased unprecedentedly, which makes human resources services face the problem of information overload. At the same time, deep learning has achieved great success in a series of fields such as computer vision, natural language processing, and semantic recognition in recent years. However, there are few related works in the field of deep learning applied to human resource management system at present. Therefore, this paper studies and improves the recommendation algorithm based on deep learning and applies it to the field of human resources recommendation. In order to improve the traditional and single algorithm of the existing recommendation system, and improve the performance of the human resource management recommendation system. |
format | Online Article Text |
id | pubmed-9329010 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-93290102022-07-28 Design of Human Resource Management System Based on Deep Learning Li, Jinlong Zhou, Zhe Comput Intell Neurosci Research Article With the advent of the Internet era, the frequency and proportion of candidates obtaining recruitment information through the Internet is getting higher and higher, and the amount of human resources information such as talent information and postinformation has also increased unprecedentedly, which makes human resources services face the problem of information overload. At the same time, deep learning has achieved great success in a series of fields such as computer vision, natural language processing, and semantic recognition in recent years. However, there are few related works in the field of deep learning applied to human resource management system at present. Therefore, this paper studies and improves the recommendation algorithm based on deep learning and applies it to the field of human resources recommendation. In order to improve the traditional and single algorithm of the existing recommendation system, and improve the performance of the human resource management recommendation system. Hindawi 2022-07-20 /pmc/articles/PMC9329010/ /pubmed/35909850 http://dx.doi.org/10.1155/2022/9122881 Text en Copyright © 2022 Jinlong Li and Zhe Zhou. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Li, Jinlong Zhou, Zhe Design of Human Resource Management System Based on Deep Learning |
title | Design of Human Resource Management System Based on Deep Learning |
title_full | Design of Human Resource Management System Based on Deep Learning |
title_fullStr | Design of Human Resource Management System Based on Deep Learning |
title_full_unstemmed | Design of Human Resource Management System Based on Deep Learning |
title_short | Design of Human Resource Management System Based on Deep Learning |
title_sort | design of human resource management system based on deep learning |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329010/ https://www.ncbi.nlm.nih.gov/pubmed/35909850 http://dx.doi.org/10.1155/2022/9122881 |
work_keys_str_mv | AT lijinlong designofhumanresourcemanagementsystembasedondeeplearning AT zhouzhe designofhumanresourcemanagementsystembasedondeeplearning |