Crossmark

Unraveling hierarchical penetration mechanisms and coupling relationships of safety risks in major transportation infrastructure construction using text mining and complex networks

Crossref DOI link: https://doi.org/10.1038/s41598-026-37778-3

Published Online: 2026-02-04

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Liu, Wei

kang, XiaoLong

Ye, Qing

Xie, Junhao
Funding

Funding for this research was provided by:

National Natural Science Foundation of China project (72261012)

Jiangxi Provincial Natural Science Foundation (20242BAB204088)

Jiangxi Province 2025 Postgraduate Innovation Special Funds Project (YC2025-S487)
License Information

Text and Data Mining valid from 2026-02-04

Version of Record valid from 2026-02-20
More Information

Article History

Received: 10 September 2025

Accepted: 25 January 2026

First Online: 4 February 2026

Declarations

:

: The authors declare no competing interests.

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