Analyzing Traffic Patterns in Izmir: A Study on Busy Hours and Congestion

Developing strategies for transportation is one of the main tasks for smart cities. With the traffic data on key arteries of Izmir, this project aims to estimate the time intervals and routes where traffic jam may occur in Izmir and uncover relationships between various factors affecting traffic. The study demonstrates that accurate models can be developed to predict the number of passing vehicles and reveals interesting correlations within the data.

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Publication Details

Published
2024-10-16
DOI
https://doi.org/10.1109/asyu62119.2024.10757054
Primary Topic
Transportation Planning and Optimization
Type
article
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article

Analyzing Traffic Patterns in Izmir: A Study on Busy Hours and Congestion

Alper Demіr, Ali Ozan Başoğul, Hamza Çekirdek, Kaan Nakipoğlu et al.
Transportation Planning and Optimization
article

Analyzing Traffic Patterns in Izmir: A Study on Busy Hours and Congestion

Alper Demіr, Ali Ozan Başoğul, Hamza Çekirdek, Kaan Nakipoğlu, Semih Yağcı
article en

Abstract

Developing strategies for transportation is one of the main tasks for smart cities. With the traffic data on key arteries of Izmir, this project aims to estimate the time intervals and routes where traffic jam may occur in Izmir and uncover relationships between various factors affecting traffic. The study demonstrates that accurate models can be developed to predict the number of passing vehicles and reveals interesting correlations within the data.

İzmir University of Economics (TR)
Openalex Percentile: Top 77%
Transportation Planning and Optimization
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