Knowledge graph–based safety risk evaluation method for hazardous behaviors of road transport vehicles
This study integrates the multidimensional correlation analysis of knowledge graphs with the weighting advantages of the CRITIC method, explicitly expressing the causal chain of "hazardous behavior-accident type-accident cause" through graph structures to comprehensively analyze the behavioral mechanisms of traffic accidents.
Authors
- Zhihong Yao (ORCID: https://orcid.org/0000-0001-6946-2367)
- Quan Yuan (ORCID: https://orcid.org/0000-0001-5487-561X)
- Gen Li (ORCID: https://orcid.org/0000-0001-5535-6467)
- Yanni Hao (ORCID: https://orcid.org/0000-0002-2300-9951)
- J.L. Lu
- Wanrong Cheng (ORCID: https://orcid.org/0009-0009-3231-8180)
Institutions
- Nanjing Forestry University (CN)
- State Key Laboratory of Vehicle NVH and Safety Technology (CN)
- Southwest Jiaotong University (CN)
- Tsinghua University (CN)
Publication Details
- Journal
- Traffic Injury Prevention
- Published
- 2025-08-20
- DOI
- https://doi.org/10.1080/15389588.2025.2540554
- Primary Topic
- Risk and Safety Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Science Foundation of Jiangsu Province
- Major Project of Philosophy and Social Science Research in Colleges and Universities of Jiangsu Province