Research on safety accident risk of construction engineering based on natural language processing technology and neural network technology

[1] Chang, S., Oh, H. J., Lee, J. H., & Perkins, J. (2023). Proof-of-concept study for model-based construction safety diagnosis and management driven by prevention through design. Journal of management in engineering (6), 39. Search in Google Scholar

[2] Pan, H., Gou, J., Wan, Z., Ren, C., Chen, M., & Gou, T., et al. (2019). Research on coupling degree model of safety risk system for tunnel construction in subway shield zone. Mathematical Problems in Engineering, 2019. Search in Google Scholar

[3] Wang, F., Deng, F., & Wang, Y. (2020). Construction method and application of real-time monitoring and early-warning model for anaerobic reactor leakage. Process Safety Progress (2). Search in Google Scholar

[4] Pereira, E., Ahn, S., Han, S. U., & Abourizk, S. (2020). Finding causal paths between safety management system factors and accident precursors. Journal of Management in Engineering. Search in Google Scholar

[5] Calvetti, D., Pedro Mêda, & Hipólito de Sousa. (2024). Electronic performance monitoring framework to quantify unhealthy and unsafe on-site behaviours. Procedia Computer Science, 232, 274–283. Search in Google Scholar

[6] Yan, X., Li, H., Wang, C., Seo, J. O., Zhang, H., & Wang, H. (2017). Development of ergonomic posture recognition technique based on 2d ordinary camera for construction hazard prevention through view-invariant features in 2d skeleton motion. Advanced Engineering Informatics, 34, 152–163. Search in Google Scholar

[7] Eteifa, Seifeldeen, O., El-adaway, Islam, & H. (2018). Using social network analysis to model the interaction between root causes of fatalities in the construction industry. Journal of Management in Engineering. Search in Google Scholar

[8] Jin, W. (2018). Study on design of medium voltage mobile power supply for improvement after fukushima nuclear accident. Hedongli Gongcheng/Nuclear Power Engineering, 39(5), 101–105. Search in Google Scholar

[9] Begun, S., & Begun, V. (2024). A saas concept-based shopping center fire risk assessment model for the safety management applications. International Journal of Reliability, Quality and Safety Engineering, 31(02). Search in Google Scholar

[10] Pereira, Estacio, Ahn, Seungjun, Han, & SangUk, et al. (2018). Identification and association of high-priority safety management system factors and accident precursors for proactive safety assessment and control. Journal of Management in Engineering, 34(1), 4017041.1. Search in Google Scholar

[11] Obeng, F., Domeh, D., Khan, F., Bose, N., & Sanli, E. (2024). An operational risk management approach for small fishing vessel. Reliability Engineering and System Safety, 247. Search in Google Scholar

[12] Dogan, E., Yurdusev, M. A., Yildizel, S. A., & Calis, G. (2021). Investigation of scaffolding accident in a construction site: a case study analysis. Engineering failure analysis (120-), 120. Search in Google Scholar

[13] Martin, H., Mohan, N., & Ellis, L. (2021). (05021011) exploring the role of ppe knowledge, attitude, and correct practices in safety outcomes on construction sites. Journal of Architectural Engineering (4), 27. Search in Google Scholar

[14] Chen, J., Chi, H. L., Du, Q., & Wu, P. (2022). Investigation of operational concerns of construction crane operators: an approach integrating factor clustering and prioritization. Journal of management in engineering. Search in Google Scholar

[15] Fang, C., Zhong, C., & Zhang, Y. (2022). Risk assessment of construction safety of prefabricated building hoisting based on cloud model-entropy method. International Journal of Computer Applications in Technology. Search in Google Scholar

[16] Kim, D., Lee, S. H., & Kamat, V. R. (2020). Proximity prediction of mobile objects to prevent contact-driven accidents in co-robotic construction. Journal of Computing in Civil Engineering, 34(4), 04020022. Search in Google Scholar

[17] Zhang, Y., Guo, J. C., & Liao, J. D. (2021). Construction and research of safety management system for machine patrol operation. Mathematical Problems in Engineering, 2021. Search in Google Scholar

[18] Wang, J., & Razavi, S. (2017). Spatiotemporal network-based model for dynamic risk analysis on struck-by-equipment hazard. Journal of Computing in Civil Engineering, 32(2), 04017089. Search in Google Scholar

[19] Gregerson, J. (2019). Systems aim to boost jobsite awareness. Engineering news-record, 282(1), 48–49. Search in Google Scholar

[20] Sukamani, D. (2020). Sem model for investigating factor of an accident affecting safety performance in construction sites in nepal. Engineering Letters, 28(3), 783–795. Search in Google Scholar

[21] Thanh Nghia Truong, Cuong Tuan Nguyen, Richard Zanibbi, Harold Mouchère & Masaki Nakagawa. (2024).A survey on handwritten mathematical expression recognition: The rise of encoder-decoder and GNN models. Pattern Recognition110531-. Search in Google Scholar

[22] Rui Jiang & Bin Dai. (2024).Cultural tourism attraction recommendation model based on optimized weighted association rule algorithm. Systems and Soft Computing200094-. Search in Google Scholar

[23] Guo Feng, Wang Junwu, Liu Denghui & Song Yinghui. (2021). Evolutionary Process of Promoting Construction Safety Education to Avoid Construction Safety Accidents in China. International Journal of Environmental Research and Public Health (19), 10392–10392. Search in Google Scholar