Traffic accidents are a serious public safety issue that requires data-driven analytical approaches. This study aims to classify traffic accident severity into three classes, namely fatal, serious, and slight, using machine learning algorithms. Four algorithms are evaluated: Random Forest, Light Gradient Boosting Machine (LightGBM), Support Vector Machine (SVM), and K-Nearest Neighbors (KNN). M…
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Kabupaten Musi Rawas termasuk kabupaten dengan tingkat jumlah penduduk cukup tinggi di indonesia, namun seiring dengan bertambahnya kebutuhan infrastruktur yang di perlukan, tidak diikuti dengan pengadaan infrastruktur yang memadai. Kajian mengenai penelitian ini ditujukan untuk mengetahui karakteristik kecelakaan, menemukan faktor penyebabnya, mengetahui lokasi black spot dan menghasilkan stra…
The issue of driving safety has become a concern due to the high number of traffic accidents that have had serious consequences, including in the Ogan Komering Ilir district and Palembang city. This study aims to analyze the comparison of traffic accident incidents in the Ogan Komering Ilir district and Palembang city in 2021. This study uses a quantitative method with a cross-sectional approac…
In Pagar Alam city there are some accident points, Depati H. Duaji Street has the highest rate of traffic accidents than other road segments point in the city of Pagar Alam. Depati H. Duaji Street has a road length of about 6 km with a road width of 6 meters. Consisting of 2 lane with 2 lanes. This road impassable private cars, motorcycles, and be crossed by trucks, as well as having some geomt…
In the case of traffic accidents, the efforts to settle cases out of the court are based on the Restorative Justice approach. Such cases are also carried out at the Palembang Polrestabes Resort that are regulated based on Police Regulation Number 8 of 2021 concerning the handling of criminal acts based on restorative justice. The method of study used in this study is a normative juridical study…
The mortality caused by traffic accidents continuing increasing recently and it became one of the potential health problems along witb the increasing of development. Palembang, which has high rate of population is one of the main factor that caused increasing number of traffic accidents. The aim of this study is to identify the number of visum et repertum and description of the traffic accident…
Traffic accidents often occur in big cities, one of which is in the city of Palembang. Traffic accidents occur unexpectedly involving vehicles or road users, this will cause the victim to suffer injuries and property loss. The purpose of this study is to determine the level of traffic accident vulnerability in some roads in Palembang City, to determine the factors causing accidents and the leve…
The high number of traffic accidents is one of the major problems in the field of public health. Based on traffic accident data from the Palembang Polrestabes in 2020, it still shows a high number of traffic accidents in the Palembang city area. This study aims to analyze the incidence of traffic accidents based on the characteristics of accidents in the Palembang City area in 2020. The seconda…
Traffic accidents are one of the third largest causes of death world wide, after heart disease and depression. As many as 3,500 people die every day in the world due to traffic accidents, accidents can be caused due to various factors including, human factors, vehicle factors and environmental factors. This study aimed to determine what factors are the causes of traffic accidents on travel driv…