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基于数据驱动的人力资源成本评估算法

辛占华 聂婷

现代电子技术2018,Vol.41Issue(9):157-160,4.
现代电子技术2018,Vol.41Issue(9):157-160,4.DOI:10.16652/j.issn.1004-373x.2018.09.034

基于数据驱动的人力资源成本评估算法

Human resource cost evaluation algorithm based on data driving

辛占华 1聂婷1

作者信息

  • 1. 澳门科技大学,澳门999078
  • 折叠

摘要

Abstract

Since the current human resource cost evaluation algorithm has the problems of low accuracy and poor effect,a human resource cost evaluation algorithm based on data driving is designed to improve the evaluation accuracy of human re?source cost. The data of human resource cost assessment is collected,and reconstructed with chaos theory to restore the change characteristics of human resource cost. The extreme learning machine is used to establish the human resource cost evaluation al?gorithm,and optimized with particle swarm optimization algorithm. The simulation experiment was performed for the human re?source cost assessment. The results show this algorithm can reflect the change characteristics of the human resource cost,im?prove the assessment results of human resource cost,obtain better results than other human resource cost evaluation models, and has wide application prospect.

关键词

人力管理/资源成本/评估模型/数据驱动/极限学习机/粒子群算法

Key words

manpower management/resource cost/evaluation model/data driving/extreme learning machine/particle swarm optimization algorithm

分类

信息技术与安全科学

引用本文复制引用

辛占华,聂婷..基于数据驱动的人力资源成本评估算法[J].现代电子技术,2018,41(9):157-160,4.

现代电子技术

OA北大核心CSTPCD

1004-373X

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