基金项目：国家自然科学基金项目(50338030)
作者简介：唐阳山(1972-),男,辽宁鞍山人,辽宁工学院副教授,工学博士,从事交通安全研究.Tang Yang-shan(1972-), male, PhD, associate professor, +86-416-3679583,tysby_jz@163.com.
作者单位：唐阳山（辽宁工学院,汽车与交通工程学院,辽宁,锦州,121001）
李江（吉林大学,交通学院,吉林,长春,130022）
白艳（辽宁工学院,汽车与交通工程学院,辽宁,锦州,121001）
石晶（辽宁工学院,汽车与交通工程学院,辽宁,锦州,121001）
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