Evaluation and Prediction of Enterprise Safety Management Efficiency Based on DEA-BP Neural Networks

Zhu, Lixing and Xiao, Jie and Wang, Tiancheng and Tang, Jinhai and Li, Chengyifan and Yan, Junjie (2023) Evaluation and Prediction of Enterprise Safety Management Efficiency Based on DEA-BP Neural Networks. In: Proceedings of the 2nd International Conference on Public Management, Digital Economy and Internet Technology, ICPDI 2023, September 1–3, 2023, Chongqing, China.

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Abstract

The evaluation and prediction of enterprise security management efficiency is an important and challenging topic. In this study, we use a hybrid model of Data Envelopment Analysis (DEA) and Back Propagation Neural Network (BPNN) to evaluate and predict the efficiency of enterprise safety management.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 16:46
Last Modified: 17 Apr 2026 01:49
URI: http://eprints.eai.eu/id/eprint/45321

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