计算机应用与软件2025，Vol.42Issue(5)：50-55,71,7.DOI:10.3969/j.issn.1000-386x.2025.05.008
车辆驾驶行为评价模型研究及应用
RESEARCH AND APPLICATION OF VEHICLE DRIVING BEHAVIOR EVALUATION MODEL
摘要
Abstract
With the rapid development of automotive technology,vehicle driving behavior evaluation has garnered increasing attention from researchers.This paper proposes a driving behavior scoring model based on onboard positioning data.Key parameters including latitude/longitude,speed,and directional angles were comprehensively collected to calculate ten behavioral indicators such as speeding,rapid acceleration,hard braking,and sharp turns.These indicators were converted into percentile scores via hyperbolic tangent functions.An improved analytic hierarchy process quantified indicator weights for comprehensive behavior scoring.Extensive experimental validation demonstrates the model's high adaptability and accuracy across diverse driving conditions,effectively predicting traffic violation and accident risks.The model provides traffic authorities with real-time monitoring tools and precise behavioral analytics,showing significant practical value in cross-disciplinary applications.关键词
驾驶行为/车辆速度/交通事故/评分模型/车载定位Key words
Driving behavior/Vehicle speed/Traffic accident/Evaluation model/Onboard positioning分类
信息技术与安全科学引用本文复制引用
褚强,郑文龙..车辆驾驶行为评价模型研究及应用[J].计算机应用与软件,2025,42(5):50-55,71,7.基金项目
上海市公安局科技课题项目成果(2021004). （2021004）
