首页> Accident; analysis and prevention> Sentence-resampled BERT-CRF model for autonomous vehicle crash causality analysis from large-scale accident narrative text data.

Sentence-resampled BERT-CRF model for autonomous vehicle crash causality analysis from large-scale accident narrative text data.

导出 LinkOut

翻译打印收藏纠错

第一作者： Ruixu,Pan

第一单位： School of Transportation, Tongii University, 201804 Shanghai, China; The Key Laboratory of Road and Traffic Engineering Ministry of Education at Tongji University, 201804 Shanghai, China. Electronic address: panruixu@tongji.edu.cn.

作者： Ruixu,Pan ^[1] ; Quan,Yuan ^[2] ; Jiaming,Cao ^[3] ; Chonghao,Zhang ^[4] ; Chengcheng,Yu ^[5] ; Qian,Liu ^[6] ; Chao,Yang ^[7] ; Xingyu,Liang ^[8]

作者单位： School of Transportation, Tongii University, 201804 Shanghai, China; The Key Laboratory of Road and Traffic Engineering Ministry of Education at Tongji University, 201804 Shanghai, China. Electronic address: panruixu@tongji.edu.cn. ^[1] School of Transportation, Tongii University, 201804 Shanghai, China; The Key Laboratory of Road and Traffic Engineering Ministry of Education at Tongji University, 201804 Shanghai, China. Electronic address: quanyuan@tongji.edu.cn. ^[2] School of Transportation Engineering, Changan University, 710018 Xi'an, Shaanxi Province, China. Electronic address: 2023903930@chd.edu.cn. ^[3] Urban Mobility Institute, Tongji University, 200092 Shanghai, China; The Key Laboratory of Road and Traffic Engineering Ministry of Education at Tongji University, 201804 Shanghai, China. Electronic address: 2410877@tongji.edu.cn. ^[4] Urban Mobility Institute, Tongji University, 200092 Shanghai, China; The Key Laboratory of Road and Traffic Engineering Ministry of Education at Tongji University, 201804 Shanghai, China. Electronic address: chengchengyu@tongji.edu.cn. ^[5] School of Transportation, Tongii University, 201804 Shanghai, China; The Key Laboratory of Road and Traffic Engineering Ministry of Education at Tongji University, 201804 Shanghai, China. Electronic address: qianliu@tongji.edu.cn. ^[6] School of Transportation, Tongii University, 201804 Shanghai, China; The Key Laboratory of Road and Traffic Engineering Ministry of Education at Tongji University, 201804 Shanghai, China. Electronic address: tongjiyc@tongji.edu.cn. ^[7] School of Transportation, Tongii University, 201804 Shanghai, China; The Key Laboratory of Road and Traffic Engineering Ministry of Education at Tongji University, 201804 Shanghai, China. Electronic address: xingyuliang@tongji.edu.cn. ^[8]

关键词 Autonomous vehicles BERT-CRF model Crash causality analysis Hierarchical causal attribution framework Unstructured narrative text

医学主题词事故, 交通(Accidents, Traffic);人类(Humans);叙述(Narration);因果律(Causality);汽车(Automobiles);自动化(Automation);安全(Safety)

DOI 10.1016/j.aap.2025.108184

PMID 40780068

发布时间 2025-09-06

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交