Construction of Enterprise Human Resource Information Security Management Platform Based on Data Mining Algorithms

The theoretical basis of the concept of organizational support is social exchange theory, and organizational support is actually the social exchange relationship between employees and the organization. This paper combines the data mining technology to analyze the impact of organizational support on employee creativity. Moreover, according to the characteristics of enterprise management data, this paper proposes an immune algorithm-based enterprise management data mining algorithm, and constructs an intelligent analysis model based on data mining. Through data mining, it can be found that the sense of organizational support has a certain impact on the creativity of employees, and the sense of organizational support can effectively improve employees' work communication and work efficiency, and enhance their creativity. Moreover, it plays an important role in supporting the development of the enterprise and the personal development of employees.

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Publication Details

Journal
Computer Fraud & Security
Published
2024-12-25
DOI
https://doi.org/10.52710/cfs.162
Primary Topic
AI and HR Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

Construction of Enterprise Human Resource Information Security Management Platform Based on Data Mining Algorithms

Jinzhao Song
Computer Fraud & Security
AI and HR Technologies
article

Construction of Enterprise Human Resource Information Security Management Platform Based on Data Mining Algorithms

Jinzhao Song
article en

Abstract

The theoretical basis of the concept of organizational support is social exchange theory, and organizational support is actually the social exchange relationship between employees and the organization. This paper combines the data mining technology to analyze the impact of organizational support on employee creativity. Moreover, according to the characteristics of enterprise management data, this paper proposes an immune algorithm-based enterprise management data mining algorithm, and constructs an intelligent analysis model based on data mining. Through data mining, it can be found that the sense of organizational support has a certain impact on the creativity of employees, and the sense of organizational support can effectively improve employees' work communication and work efficiency, and enhance their creativity. Moreover, it plays an important role in supporting the development of the enterprise and the personal development of employees.

Computer Fraud & Security
First Automotive Works (China) (CN), Changchun University (CN)
Openalex Percentile: Top 63%
AI and HR Technologies
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Construction of Enterprise Human Resource Information Security Management Platform Based on Data Mining Algorithms — Jinzhao Song · Computer Fraud & Security (2024) | TGRS Research Map | TGRS