Zeliha Çağla KUYUMCU, Hakan ASLAN, Nilüfer YURTAY

2090

Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules

Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules

This study aims to investigate the possible relationships of risk factors related to traffic accidents playing important roles in increasing the likelihood of accidents. In the previous studies, parametric models are mostly used to investigate the causes of traffic accidents. As a non-parametric data mining model with its increasing usage in recent years; association rule mining was employed in this study to analyse the traffic accident data for the period of 2015 and 2020 in the city of Sakarya, Turkey. The analysis of the data studied revealed the relationships among the external/environmental, driver, road, vehicle and nature of accident factors. Some important rules regarding accidents occurring on daylight came into prominence within the scope of this study. In addition, the correlations between the driver casualties and their education level and ages are established to be related. The findings are beneficial for transportation authorities to apply effective operational strategies and campaigns to increase the road safety.
Keywords:

Traffic accidents, road crashes, traffic safety data mining, association rules, driver faults,

Tam Metin

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Bibtex @araştırma makalesi { tjce1322965, journal = {Turkish Journal of Civil Engineering}, issn = {2822-6836}, address = {İnşaat Mühendisleri Odası Necatibey Cad. No: 57 Kızılay / Ankara}, publisher = {TMMOB İnşaat Mühendisleri Odası}, year = {2023}, volume = {34}, number = {5}, pages = {55 - 80}, doi = {10.18400/tjce.1322965}, title = {Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules}, key = {cite}, author = {Kuyumcu, Zeliha Çağla and Aslan, Hakan and Yurtay, Nilüfer} }
APA Kuyumcu, Z. Ç. , Aslan, H. & Yurtay, N. (2023). Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules . Turkish Journal of Civil Engineering , 34 (5) , 55-80 . DOI: 10.18400/tjce.1322965
MLA Kuyumcu, Z. Ç. , Aslan, H. , Yurtay, N. "Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules" . Turkish Journal of Civil Engineering 34 (2023 ): 55-80 <
Chicago Kuyumcu, Z. Ç. , Aslan, H. , Yurtay, N. "Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules". Turkish Journal of Civil Engineering 34 (2023 ): 55-80
RIS TY - JOUR T1 - Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules AU - Zeliha ÇağlaKuyumcu, HakanAslan, NilüferYurtay Y1 - 2023 PY - 2023 N1 - doi: 10.18400/tjce.1322965 DO - 10.18400/tjce.1322965 T2 - Turkish Journal of Civil Engineering JF - Journal JO - JOR SP - 55 EP - 80 VL - 34 IS - 5 SN - 2822-6836- M3 - doi: 10.18400/tjce.1322965 UR - Y2 - 2023 ER -
EndNote %0 Turkish Journal of Civil Engineering Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules %A Zeliha Çağla Kuyumcu , Hakan Aslan , Nilüfer Yurtay %T Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules %D 2023 %J Turkish Journal of Civil Engineering %P 2822-6836- %V 34 %N 5 %R doi: 10.18400/tjce.1322965 %U 10.18400/tjce.1322965
ISNAD Kuyumcu, Zeliha Çağla , Aslan, Hakan , Yurtay, Nilüfer . "Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules". Turkish Journal of Civil Engineering 34 / 5 (Eylül 2023): 55-80 .
AMA Kuyumcu Z. Ç. , Aslan H. , Yurtay N. Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules. tjce. 2023; 34(5): 55-80.
Vancouver Kuyumcu Z. Ç. , Aslan H. , Yurtay N. Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules. Turkish Journal of Civil Engineering. 2023; 34(5): 55-80.
IEEE Z. Ç. Kuyumcu , H. Aslan ve N. Yurtay , "Identifying Interrelated Factors of Fatal and Injury Traffic Accidents Using Association Rules", , c. 34, sayı. 5, ss. 55-80, Eyl. 2023, doi:10.18400/tjce.1322965
Turkish Journal of Civil Engineering
  • ISSN: 2822-6836
  • Yayın Aralığı: Yılda Ayda 1
  • Yayıncı: TMMOB İnşaat Mühendisleri Odası

60.8b507

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