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Modeling Motorcyclists’ Aggressive Driving Behavior Using Computational and Statistical Analysis of Real-Time Driving Data to Improve Road Safety and Reduce Accidents by Sarah Najm Abdulwahid; Moamin A. Mahmoud; Nazrita Ibrahim; Bilal Bahaa Zaidan; Hussein Ali Ameen is a Medicine article available to read on EtoBox.
What is Modeling Motorcyclists’ Aggressive Driving Behavior Using Computational and Statistical Analysis of Real-Time Driving Data to Improve Road Safety and Reduce Accidents about?
Driving behavior is considered one of the most important factors in all road crashes, accounting for 40% of all fatal and serious accidents. Moreover, aggressive driving is the leading cause of traffic accidents that jeopardize human life and property. By evaluating data collected by various collection devices, it is possible to detect dangerous and aggressive driving, which is a huge step toward altering the situation. The utilization of driving data, which has arisen as a new tool for assessing the style of driving, has lately moved the concentration of aggressive recognition research. The goal of this study is to detect dangerous and aggressive driving profiles utilizing data gathered from motorcyclists and smartphone APPs that run on the Android operating system. A two-stage method is used: first, determine driver profile thresholds (rules), then differentiate between non-aggressive and aggressive driving and show the harmful conduct for producing the needed outcome. The data were collected from motorcycles using -Speedometer GPS-, an application based on the Android system, supplemented with spatiotemporal information. After the completion of data collection, preprocessing of
Who reads Modeling Motorcyclists’ Aggressive Driving Behavior Using Computational and Statistical Analysis of Real-Time Driving Data to Improve Road Safety and Reduce Accidents?
It is typically read by researchers, students, and practitioners in Medicine.
- Author
- Sarah Najm Abdulwahid; Moamin A. Mahmoud; Nazrita Ibrahim; Bilal Bahaa Zaidan; Hussein Ali Ameen
- Publisher
- MDPI AG
- Published
- 2022
- Language
- EN
- Field
- Medicine (Health Sciences)