The invention relates to a driver driving style determination method and device, computer equipment, a computer readable storage medium and a computer program product. The method comprises the following steps: acquiring historical driving data of a target vehicle, and performing feature extraction on the historical driving data to obtain a feature data set; labeling the feature data set by adopting an isolated forest algorithm to obtain a target data set; processing the target data set through the anomaly classification model to obtain a driving style score; and determining the driver driving style according to the driving style score. By adopting the method, the accuracy of driving style recognition can be improved, so that a reference value is provided for an auxiliary driving system, and the driving safety is effectively ensured.
本申请涉及一种驾驶员驾驶风格确定方法、装置、计算机设备、计算机可读存储介质和计算机程序产品。所述方法包括:获取目标车辆的历史行驶数据,对历史行驶数据进行特征提取,得到特征数据集;采用孤立森林算法对特征数据集进行标注,得到目标数据集;通过异常分类模型对目标数据集进行处理,得到驾驶风格评分;根据驾驶风格评分确定驾驶员驾驶风格。采用本方法能够提高驾驶风格识别的准确性,从而为辅助驾驶系统提供参考值,有效保证驾驶安全性。
Driver driving style determination method and device, computer equipment, readable storage medium and program product
驾驶员驾驶风格确定方法、装置、计算机设备、可读存储介质和程序产品
2024-10-11
Patent
Electronic Resource
Chinese
European Patent Office | 2024
|European Patent Office | 2024
|Automatic driving method and device, computer equipment, readable storage medium and program product
European Patent Office | 2024
|Driving style determination method and device and readable storage medium
European Patent Office | 2024
|Driver driving style identification method, device and equipment and storage medium
European Patent Office | 2024
|