A performance analysis of enterprise human resource management from the perspective of social relationship network analysis

To enhance the efficiency of enterprise human resource management, this study proposes a performance evaluation method based on social network analysis (SNA). Firstly, relationship data among employees were collected to construct an intra-enterprise social network model from the perspective of social network analysis. Subsequently, leveraging the analysis of social network characteristics, a performance evaluation index system was established. Finally, data envelopment analysis (DEA) was employed to evaluate the performance of enterprise human resource management. Case study results demonstrate that the implementation of the proposed method led to significant improvements across multiple aspects of human resource management, confirming its effectiveness.

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Publication Details

Journal
International Journal of Business Intelligence and Data Mining
Published
2025-01-01
DOI
https://doi.org/10.1504/ijbidm.2025.10072611
Primary Topic
Knowledge Management and Sharing
Type
article
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article

A performance analysis of enterprise human resource management from the perspective of social relationship network analysis

Yinting Zhao, Li Ji
International Journal of Business Intelligence and Data Mining
Knowledge Management and Sharing
article

A performance analysis of enterprise human resource management from the perspective of social relationship network analysis

Yinting Zhao, Li Ji
article en

Abstract

To enhance the efficiency of enterprise human resource management, this study proposes a performance evaluation method based on social network analysis (SNA). Firstly, relationship data among employees were collected to construct an intra-enterprise social network model from the perspective of social network analysis. Subsequently, leveraging the analysis of social network characteristics, a performance evaluation index system was established. Finally, data envelopment analysis (DEA) was employed to evaluate the performance of enterprise human resource management. Case study results demonstrate that the implementation of the proposed method led to significant improvements across multiple aspects of human resource management, confirming its effectiveness.

International Journal of Business Intelligence and Data MiningVol. 1(1)
Jiamusi University (CN)
Decent work and economic growth
Openalex Percentile: Top 77%
Knowledge Management and Sharing
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A performance analysis of enterprise human resource management from the perspective of social relationship network analysis — Yinting Zhao, Li Ji · International Journal of Business Intelligence and Data Mining (2025) | TGRS Research Map | TGRS