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• W4295412828 endingPage "11339" @default.
• W4295412828 startingPage "11339" @default.
• W4295412828 abstract "This study was carried out to examine the severity level of crashes by analyzing traffic accidents. The study’s goal is to identify the major contributing factors to traffic accidents in connection to driver behavior and socioeconomic characteristics. In order to find the most probable causes in accordance with the major target variable, which is the level of severity of the crash, the study set out to identify the main attributes induced by the decision tree method (DT). The local people received a semi-structured questionnaire interview with closed-ended questions. The survey asked questions about drivers’ attitude and behavior, as well as other contributing factors such as time of accidents and road type. The attributes were analyzed using the machine-learning method using DT with Python programming language. This method was able to determine the relationship between severe and non-severe crashes and other significant influencing elements. The Duhok city people participated in the survey, which was conducted in the Kurdistan area of northern Iraq. The results of the study demonstrate that the number of lanes, time of the accident, and human attitudes, represented by their adherence to the speed limit, are the primary causes of accidents with victims." @default.
• W4295412828 created "2022-09-13" @default.
• W4295412828 creator A5014673077 @default.
• W4295412828 creator A5076337907 @default.
• W4295412828 date "2022-09-09" @default.
• W4295412828 modified "2023-09-30" @default.
• W4295412828 title "Drivers’ Behavior and Traffic Accident Analysis Using Decision Tree Method" @default.
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• W4295412828 doi "https://doi.org/10.3390/su141811339" @default.
• W4295412828 hasPublicationYear "2022" @default.
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