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Application Analysis of Combining BP Neural Network and Logistic Regression in Human Resource Management System

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成果类型:
期刊论文
作者:
Xiang, Ting;Wu, Ping Zhen;Yuan, Shihai
通讯作者:
Yuan, S.
作者机构:
[Yuan, Shihai; Xiang, Ting] Guangzhou Huashang Coll, Sch Management, Guangzhou 511300, Peoples R China.
[Wu, Ping Zhen] Panyapiwat Inst Management, Chinese Grad Sch, Pak Kret, Thailand.
通讯机构:
School of Management, Guangzhou Huashang College, Guangzhou, China
语种:
英文
期刊:
Computational Intelligence and Neuroscience
ISSN:
1687-5265
年:
2022
卷:
2022
基金类别:
Guangzhou Philosophy and Social Science Project "An empirical study on internationalization strategy of Chinese family enterprises in Guangdong-Hong Kong-Macao Greater Bay Area-An exploratory study based on the characteristics and strategies of Chinese fam [2019GZGJ207]
机构署名:
本校为第一机构
摘要:
Human resource management involves a variety of data processing, and the process is complicated. In order to improve the effect of human resource management, this paper combines BP neural network and logistic regression analysis to construct an intelligent human resource management system and uses backpropagation learning to adjust training errors and determine connection weights. Moreover, this paper estimates the probability of a certain event through regression analysis, predicts and analyzes the human resource management process, and builds...

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