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Innovative Mode of Human Resource Management of University Teachers Based on Intelligent Big Data Analysis

In the era of knowledge economy, the competition between countries and enterprises is increasingly manifested in the competition of talents and education system. In this article, aiming at the drawbacks of the traditional HRM model of university teachers, we design and construct a management innovat...

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Detalles Bibliográficos
Autor principal: Bai, Yuhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270167/
https://www.ncbi.nlm.nih.gov/pubmed/35814592
http://dx.doi.org/10.1155/2022/7345547
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author Bai, Yuhong
author_facet Bai, Yuhong
author_sort Bai, Yuhong
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description In the era of knowledge economy, the competition between countries and enterprises is increasingly manifested in the competition of talents and education system. In this article, aiming at the drawbacks of the traditional HRM model of university teachers, we design and construct a management innovation model and decision-making model based on intelligent big data analysis. This article introduces DM technology. It also introduces the related knowledge of DM and the analysis and design process of HRM decision system. In this system, DM technology is used to analyze and process the existing data, predict the future situation, and provide auxiliary support for decision-making. Through simulation, the decision-making accuracy of this model can reach 95.68%, which is about 10.02% higher than other systems. It has certain practicability and reliability. This article makes a useful attempt for the application of DM technology in HRM. The research in this article is expected to play an important decision-making reference and service support for HRM of university teachers and further promote the development of HRM innovation of university teachers.
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spelling pubmed-92701672022-07-09 Innovative Mode of Human Resource Management of University Teachers Based on Intelligent Big Data Analysis Bai, Yuhong Comput Intell Neurosci Research Article In the era of knowledge economy, the competition between countries and enterprises is increasingly manifested in the competition of talents and education system. In this article, aiming at the drawbacks of the traditional HRM model of university teachers, we design and construct a management innovation model and decision-making model based on intelligent big data analysis. This article introduces DM technology. It also introduces the related knowledge of DM and the analysis and design process of HRM decision system. In this system, DM technology is used to analyze and process the existing data, predict the future situation, and provide auxiliary support for decision-making. Through simulation, the decision-making accuracy of this model can reach 95.68%, which is about 10.02% higher than other systems. It has certain practicability and reliability. This article makes a useful attempt for the application of DM technology in HRM. The research in this article is expected to play an important decision-making reference and service support for HRM of university teachers and further promote the development of HRM innovation of university teachers. Hindawi 2022-07-01 /pmc/articles/PMC9270167/ /pubmed/35814592 http://dx.doi.org/10.1155/2022/7345547 Text en Copyright © 2022 Yuhong Bai. 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
Bai, Yuhong
Innovative Mode of Human Resource Management of University Teachers Based on Intelligent Big Data Analysis
title Innovative Mode of Human Resource Management of University Teachers Based on Intelligent Big Data Analysis
title_full Innovative Mode of Human Resource Management of University Teachers Based on Intelligent Big Data Analysis
title_fullStr Innovative Mode of Human Resource Management of University Teachers Based on Intelligent Big Data Analysis
title_full_unstemmed Innovative Mode of Human Resource Management of University Teachers Based on Intelligent Big Data Analysis
title_short Innovative Mode of Human Resource Management of University Teachers Based on Intelligent Big Data Analysis
title_sort innovative mode of human resource management of university teachers based on intelligent big data analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270167/
https://www.ncbi.nlm.nih.gov/pubmed/35814592
http://dx.doi.org/10.1155/2022/7345547
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