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Predicting pedestrian crossing speed at unsignalized intersections with XGBoost

Uluslarası Bildiri
Pelin Onelcin, Yalcin Alver
8th International Conference on Road and Rail Infrastructure
Publication year: 2024
Understanding pedestrian behavior at unsignalized intersections becomes crucial for improving traffic safety. In this study, the crossing speeds of pedestrians at four unsignalized intersections in Izmir, Türkiye were investigated. Data were collected on weekdays for one hour each during peak and off-peak hours using unmanned aerial vehicles and cameras. The study incorporated pedestrian crossings executed on the designated crosswalks, as well as those occurring within 30 meters from the crosswalk. Two of the intersections did not have crosswalks, thus pedestrian crossings within the initial 40 meters from the roadway were considered. This study employed the eXtreme Gradient Boosting (XGBoost) machine learning algorithm to predict pedestrian crossing speed based on a comprehensive set of factors. Hyperparameter tuning was performed to optimize the model’s performance. Various features, including the existence of a crosswalk, pedestrian age (young, adult, elderly), gender, group crossings, and load-carrying situations were considered in the model. The results of the study provide valuable insights for traffic management. This research contributes to the ongoing efforts to enhance pedestrian safety.

Perceptions of Autonomous Vehicles: A Survey Study in Türkiye

Journal
Yalcin Alver, Pelin Onelcin, Mervegul Uysal
Arabian Journal for Science and Engineering, 49(4), 5171-5178
Publication year: 2024
The automotive industry continues to grow rapidly with technological developments. Vehicles are being equipped with new software and sensors which assist drivers. People have become familiar with the L1 and L2 vehicles with advanced driver assistance systems. However, the idea of full automation is still new to most people. In Türkiye, AVs are not present on roads. Thus, neither pedestrians nor drivers have been in interaction with AVs yet. This study investigates the preliminary perception of AVs among road users in Türkiye. The data were collected via a face-to-face survey. A binary logit and a random forest model were used to identify the critical factors in the positive attitudes toward AVs. Binary logit and random forest models resulted in similar findings. Age, education level, people who would feel safe driving in an AV, and who believed that urban traffic congestion would decrease were positive about AVs …

Pedestrian behavior on Ege University campus sidewalks

Uluslarası Bildiri
Yalçın Alver, Özgen Acet, Pelin Önelçin
8th International Conference on Road and Rail Infrastructure
Publication year: 2024
The idea of sustainable campuses gives particular importance to walking as the primary travel mode. Hence, pedestrian-friendly facilities should be built to achieve this goal. This study investigates the pedestrian walking behavior on the sidewalks on the Ege University campus in Türkiye. The campus is the size of a smaller city with 55,000 students, 3,395 academic staff, and 7,098 administrative personnel. The policy of Ege University is to reduce the number of motorized vehicles on campus. The ‘park and walk’strategy has been adopted to achieve this goal. Two parking lots have been built at the campus entrance, and those entering the campus are directed to park their vehicles in these parking lots. Therefore, walking is the primary travel mode on campus. In this study walking speed of pedestrians on sidewalks and the factors affecting the walking speed were found. Sidewalks provide safe walking areas for pedestrians; however, as the density increases, pedestrians tend to walk on the street either reserved for bicycles/e-scooters or motorized vehicles. Field observations were made at four sidewalk segments of the campus with video cameras in April 2022. Pedestrians were categorized according to gender, group size, item carrying, earphones, and cellphone usage (talking or texting). A total of 1061 pedestrians were observed. The data were used for computing the average walking speed on sidewalks on the campus. ANOVA was used to determine the factors affecting the walking speed. When all pedestrians were evaluated, the average walking speed on the campus was found to be 1.33 m/s.

Enhancing urban sustainable mobility: a binary logistic regression approach to modelling cyclists' behaviour

Uluslarası Bildiri
Yalçın Alver, Elia Odabaşı
8th International Conference on Road and Rail Infrastructure
Publication year: 2024
Urban mobility is a critical aspect of modern city life, and the integration of sustainable transportation modes, such as cycling, has gained prominence. However, in Izmir, a vibrant city in Turkey, there are limited cycling routes, which poses a challenge for cyclists. This study aims to model the behaviour of individuals who choose to cycle in İzmir despite the lack of proper infrastructure, particularly focusing on their interaction with public transportation. To achieve this, we employ binary logistic regression to analyse the factors influencing individuals’ decision to combine cycling with public transportation. Variables considered include travel distance, travel purpose, bike use frequency, socioeconomic factors, and the availability of alternative transportation options. The dataset is derived from surveys conducted among cyclists in İzmir, capturing their preferences, challenges faced, and motivations for choosing this …

Daily travel demand prediction in rail systems by using deep learning techniques

Uluslarası Bildiri
Halil Uğur Ercan, Yalçın Alver
8th International Conference on Road and Rail Infrastructure
Publication year: 2024
Future travel demands should be predicted accurately in order to plan, make operational decisions, and manage urban public transportation systems. The success of the developed prediction model will directly affect the success of the transportation plan. Many factors, such as day of the week, weather, whether there is a large organization in the city, whether schools are open, affect the demand for urban public transportation.

Addressing electric transit network design frequency setting problem with dynamic transit assignment

Journal
İlyas Cihan Aksoy, Yalcin Alver
Transportmetrica B: Transport Dynamics, 12(1).
Publication year: 2024
Electric buses are projected to become the standard mode of transit systems in the foreseeable future for sustainable transportation. Realizing this transition necessitates a meticulously planned electricity infrastructure design which should be handled simultaneously with the traditional transit network planning to enhance the efficiency of electric transit networks. For this integrated problem referred to as the Electric Transit Network Design and Frequency Setting Problem, several studies have been conducted, with the absence of evaluating the energy state of each electric bus individually. The Multi-Objective Differential Evolution Algorithm (MODEA), developed to address the complex problem at hand, is tested on a hypothetical network by filling research gaps in previous studies. Energy states resulting from the individual evaluation of each bus in the best Pareto optimal solution considering dynamic aspects of the …

Addressing charging infrastructure location problem considering a dynamic and supply

Uluslarası Bildiri
İlyas Cihan Aksoy, Mehmet Metin Mutlu, Yalçın Alver
8th International Conference on Road and Rail Infrastructure
Publication year: 2024
Known for their environmentally friendly, cost-effective, and quiet operation, electric buses come forward as ideal public transportation solutions for urban areas. On the other hand, their limited driving range, depending on their battery capacities, hinders their wider adoption. Implementing the opportunity charging strategy can serve as a solution to address this inherent challenge of electric buses. This strategy allows buses to charge at bus stops using wireless chargers during the dwell time. However, it introduces another challenge, known as the Charging Infrastructure Location Problem (CILP), which involves optimizing the charger locations on transit networks.

Transit Frequency Optimization in Bi-modal Networks Using Differential Evolution Algorithm

Journal
Mehmet Metin Mutlu, İlyas Cihan Aksoy, Yalçın Alver
Teknik Dergi, Volume 33, Issue 5
Publication year: 2022

This study proposes a bi-level optimization model for the transit frequency setting problem in bi-modal networks. The objective of the upper-level problem is to obtain a solution set of bus line frequencies that provide the minimum total travel cost of the car and bus users. Differential Evolution (DE) algorithm is employed in the upper-level model to determine the optimal headways for a given route structure. The lower-level model is a congested multi-modal user equilibrium assignment model, which considers the interactions of car and bus flows, for determining joint mode/route preferences of the network users, which considers the interactions of car and bus flows. The developed model is tested on Mandl’s benchmark network to evaluate its performance and applicability. The comparative experiments demonstrate that the proposed model leads to reductions in transportation costs. Also, the results of numerous optimization runs show that DE performs well in finding similar frequency sets in independent optimizations.

Otopark Seçim Davranışlarını Etkileyen Faktörler: İzmir Örneği

Journal
Mervegül Uysal, Yalçın Alver
Teknik Dergi, Volume 33, Number 3, 11887
Publication year: 2022
Çalışmada, İzmir ilinin en merkezi bölgelerinden birisi olan Alsancak bölgesinde iki yol kenarı otoparkı ve iki kapalı otoparkı kullanan sürücülerin davranışları incelenmiştir. Sürücülere sosyoekonomik özelliklerinin, yolculuk bilgilerinin ve otoparkları neden tercih ettiklerinin sorulduğu bir anket yardımıyla veriler toplanmıştır. Otoparklarda kalma süreleri ile bu süreleri etkileyen bağımsız değişkenlerin neler olduğu tespit edilmeye çalışılmıştır. Analizlerde ikili logit model kullanılmıştır. Yapılan gözlemlerle otoparkların doluluk oranları ve zirve saat işgal oranları tespit edilmiştir. Otopark seçimini etkileyen faktörler tespit edilmiştir.

Evaluating the Pedestrian Gap Acceptance in Semicontrolled Midblock Crosswalks with an Integrated AHP-FL Approach

Journal
Burak Yiğit Katanalp, Yalçın Alver
Journal of Transportation Engineering, Part A: Systems / Volume 148 Issue 9 - September 2022
Publication year: 2022
Gap acceptance, the fundamental part of pedestrian crossing behavior, represents a pedestrian’s assessment of how safe an existing 7 gap in traffic flow is to cross the path. This assessment is an essential factor affecting pedestrian safety. However, the complex decision 8 problem of “how pedestrians assess the available gap as safe?” is still ambiguous. The proposed paper addresses this with an integrated 9 analytical hierarchical process-fuzzy logic (AHP-FL) approach in line with a realistic target of vision zero. In this approach, FL stood out in 10 the analysis of the uncertainty of gap acceptance, while AHP supported FL to mitigate the expert judgment effect. Thus, the practical ap-11 plication of an innovative methodology based on the combined use of machine learning and a statistical approach was realized. The data 12 collected at three semicontrolled pedestrian crossings were used. AHP questionnaires were conducted on pedestrians and were divided 13 according to age groups and pedestrian driving habits. The effects of age and driving habits on gap acceptance behavior were examined 14 in-depth with the FL models revised with six different weight sets obtained from AHP. The best model performance was achieved with 0.79R 2 15 and 25.19% MAPE. The results revealed that the most critical explanatory factors are vehicle speed and item carriage. The highest prediction 16 error was observed in the elderly pedestrian group. Results revealed that the AHP-FL approach would be useful to better understand the 17 complex decision structure of pedestrian crossing behavior.

An integrated solution to identify pedestrian-vehicle accident prone locations: GIS-based multicriteria decision approach

Journal
Burak Yiğit Katanalp, Ezgi Eren, Yalçın Alver
Journal of Transportation Safety & Security Volume 15, Number 2, Pages 137-176
Publication year: 2022
Spatial distributions of pedestrian-vehicle accident-prone locations (APLs) according to GIS-based models differ. Also, which APLs are determined by conventional models are more critical or which model is more successful in determining APL is still a major concern. To bridge this gap, this paper presents an innovative GIS-based Multi-Criteria Decision Making (MCDM) approach to identify the most critical APLs and to rank APLs with the compromising results of four GIS-based models. The results of planar KDE, network-based KDE, Getis-Ord Gi*, and Local Moran’s I which are weighted with prediction accuracy index (PAI), were evaluated together with MCDM methods: traditional VIKOR and psychometric VIKOR. Results & Discussion: The 15 most critical APLs in the compromise solution were ranked for four time periods. Network-based KDE gave the best performance, while Local Moran’s I performed the worst. Sensitivity analysis showed that the Psychometric VIKOR provides acceptable stability in the rankings of the APLs. The innovative MCDM approaches allowed the results of several models to be evaluated together. Thus, more reliable APLs were identified. Local governments with limited budgets can determine which APLs should be considered to improve pedestrian safety with the recommended approach and can apply to any study area.

A New Lane Change Index for Lane Change Conflicts at Weaving Segments

Journal
Yalçın Alver, Pelin Önelçin
Onelcin, Pelin & Alver, Yalcin. (2022). A New Lane Change Index for Lane Change Conflicts at Weaving Segments. SSRN Electronic Journal. 10.2139/ssrn.4234862.
Publication year: 2022

Yükseltilmiş Yaya Geçidinin Lise Çağındaki Yayaların Kabul Edilebilir Aralık Seçimine Etkisi

Journal
Mervegül Uysal, Yalçın Alver
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi
Publication year: 2021

Pedestrian traffic has less priority than vehicle traffic in Turkey’s transportation system. In recent years, there has been a growing interest in understanding pedestrians’ behavior. This paper investigates high school students’ (15-18 age range) gap acceptance behavior at unsignalized midblock crossings by designing a before and after study. The midblock crossing is conventional in the first situation. But after, the midblock crossing is raised. This paper aims to find the effect of raised midblock crossing on pedestrians’ acceptable gap behavior. In this study, a midblock crossing near a high school in Izmir City was chosen. Data was gathered by using two video cameras in the morning (7.00-8.00 AM). The obtained data were extracted from the footage. The data were analyzed by performing two-way and one-way analysis of variance (ANOVA). The legal crossing rate of the students increased with the installation of the raised midblock crossing. Also, average vehicle speed and 85th percentile speed determined for both situations. Thus, the number of acceptable gaps increased as well as the waiting time decreased significantly.

Urban Road Network Maintenance Scheduling Using Ant Colony Optimization

Journal
İlyas Cihan Aksoy, Mehmet Metin Mutlu, Yalçın Alver
Gazi University Journal of Science
Publication year: 2021

In this study, an optimization model for road maintenance scheduling is proposed. The proposed model determines a maintenance schedule for a given set of links in an urban road network, that
minimizes the total travel time during the maintenance period under a set of assumptions and a particular crew number constraint. It is assumed that all lanes of a road to be repaired are closed to traffic during the maintenance. Ant Colony Optimization (ACO), a suitable algorithm for discrete transportation problems, is employed in the proposed model. The model generates a set
of roads to be closed for each maintenance day. The total travel time during the whole maintenance period is calculated using the deterministic user equilibrium assignment model. The
proposed model is applied to a test network, and more efficient schedules in terms of total travel time are obtained compared to randomly generated schedules.

Transit Frequency Optimization Using Firefly Algorithm and Evaluation of the Parameters

Journal
İlyas Cihan Aksoy, Mehmet Metin Mutlu, Yalçın Alver
International Journal of Engineering and Innovative Research
Publication year: 2021

Over the last few decades, rapidly growing cities in terms of population and land use have led to many transportation-based problems such as longer travel times, traffic congestion, traffic crashes, and air and noise pollution. Increasing the modal share of transit systems appears to be one of the most effective methods to solve transportation-based problems. However, transit systems, particularly in countries having limited resources, should be used efficiently to achieve sustainable urban mobility. Even only adjusting frequencies of transit lines, with no infrastructure investment cost requirements, can provide a more efficient transit system. In this paper, a transit frequency setting model based on the Firefly Algorithm (FA), which is a relatively new metaheuristic, for the transportation network design problems is presented to minimize total user cost under a fleet size constraint. The proposed model is performed on a 10-route Mandl’s Test Network using different combinations of parameters to demonstrate the effect of parameter values on the solution quality. After that, the best solution of 30 solutions obtained by the calibrated parameter values is compared to the existing frequency set of the 10-route transit network. The results show that the FA can obtain better frequency sets by selecting the proper values for the parameters.

Evaluation of pedestrian critical gap and crossing speed at midblock crossing using image processing

Journal
Yalçın Alver, Pelin Önelçin, Ahmet Çiçekli, M.Abdel-Aty
Accident Analysis & Prevention
Publication year: 2021

Pedestrians confront risky situations at midblock sections due to the unyielding behavior of drivers. Thus, pedestrians have to wait for an appropriate gap to cross. This research investigates pedestrians’ gap acceptance and crossing speed for midblock crossings by image processing methods in Izmir, Turkey. A total of 498 pedestrians have been tracked at two midblock crossings. The data were collected for one hour at each midblock crossing during the evening peak hour between 5.00–6.00 p.m. Three synchronized cameras were used to record pedestrian crossings. Then, by using image processing, vehicle and pedestrian trajectories have been obtained. Two cameras were mounted on telescopic tripods reaching up to 9 m, and the third camera was used to identify pedestrians’ gender better. The parameters extracted from the recordings are; pedestrians’ gender, group size, whether they carried items or not, and their accepted/rejected gaps. Pedestrian and item detection has been performed by YOLOv3 and YOLACT models. The accepted and rejected time gaps were extracted for pedestrians, excluding the pedestrians who crossed between stopped vehicles and crossed when an approaching vehicle did not exist within 100 m from the midblock crossing. Raff’s method was used to estimate the critical gap using accepted/rejected gaps. The critical gaps ranged between 4.1 s and 6.2 s. The 15th percentile crossing speeds were found to be similar, ranging between 0.78 m/s and 0.80 m/s.

COVID-19 transmission risk minimization at public transportation stops using Differential Evolution algorithm

Journal
Mehmet Metin Mutlu, İlyas Cihan Aksoy, Yalçın Alver
European Journal of Transport and Infrastructure Research
Publication year: 2021

Public transportation vehicles, with their confined spaces and limited ventilation, are considered among the primary factors in the spread of COVID-19. As a measure to slow the spread of the virus during the pandemic, governments have applied passenger capacity restrictions to ensure physical distancing. On the other hand, the increase in the risk of disease transmission associated with passengers waiting together at stops is omitted. In this study, we consider the risk of disease transmission as a travel cost and formulate a risk minimization problem as a transit network frequency setting problem. We develop a bi-level optimization model minimizing the total infection risk occurring at stops, namely, the cumulative disease transmission risk cost. The Differential Evolution algorithm is employed to cope with the NP-hard bi-level transportation network design problem. We propose a novel objective function for the upper-level model, considering the infection risk cost based on passenger traffic at public transportation stops. A congested user-equilibrium transit assignment model is utilized to determine passenger movement. The proposed model is applied to a small-size hypothetical network, and a mid-size test network. Experimental studies provide evidence that the model can produce optimal solutions. Optimization results show significant improvements in the reduction of disease transmission risk compared to the optimizations depending on the traditional practice of transportation network planning based on user and operator costs. The proposed model provides risk cost reductions of 51% and 22% compared to the optimal solutions based on user cost minimization in the hypothetical network and Mandl’s network, respectively.

Üst geçit bölgelerinde kural dışı geçiş yapan yaya davranışlarının irdelenmesi ve yürüyen merdivenin üst geçit kullanım oranına etkisi

Journal
Pelin Onelcin, Yalcin Alver
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi
Publication year: 2018

Trafik bir bütün olarak değerlendirildiğinde yayaların önemli bir etmen olduğu açıktır. Geçmişte yaya davranışları çok az çalışmada incelenmiş olsa da son dönemde farklı ülkelerde yürütülen çalışmalar sayesinde yayalarla ilgili detaylı bilgi toplanılmaya başlanmıştır. Çalışmalar genellikle ışıklı yaya geçitlerinde yürütülmüş olup üst geçit bölgelerini kapsayan çalışmalar sınırlı sayıdadır. Çalışma kapsamında yürüyen merdivenin üst geçit kullanımına etkisini belirlemek adına İzmir’de benzer yol geometrisine sahip iki adet üst geçit bölgesi belirlenmiştir. İki üst geçit bölgesinde de yayanın yol seviyesinde geçişini engelleyecek fiziksel engel bulunmamaktadır. Ayrıca aynı üst geçit bölgesinde yayalara kısa bir anket uygulanarak, kullanmış oldukları yaya üst geçidine ait güvenlik algılarının ortaya çıkarılması ve yaptıkları geçiş hakkındaki bireysel değerlendirmelerinin öğrenilmesi amaçlanmıştır. Üst geçit kullanan yayaların geçiş süreleri ile kural dışı geçiş yapan yayaların geçiş süreleri belirlenerek üst geçit tutarlılık oranı belirlenmiştir. Yürüyen merdiven bulunan ve bulunmayan üst geçit bölgeleri için tutarlılık oranı bağıntısının geçerliliği değerlendirilmiştir. Bağıntının sadece zaman parametresini dikkate alması nedeniyle farklı özellikteki üst geçitler için gözden geçirilmesi önerilmiştir. Toplanan veriler değerlendirildiğinde yürüyen merdiven bulunmayan üst geçit bölgesinde ortalama karşıdan karşıya geçme hızı 1.72 m/s, yürüyen merdiven olan üst geçit bölgesinde ise 1.63 m/s olarak bulunmuştur.

Gap acceptance of pedestrians at overpass locations

Journal
Yalcin Alver, Pelin Onelcin
Transportation Research Part F
Publication year: 2018

Most of the studies related to pedestrian behavior focus on signalized intersections while a few focus on overpasses. In this study pedestrians’ behaviors at overpass locations are investigated. For this purpose, two overpass locations were selected and pedestrians either using the overpass or crossing illegally were recorded by video cameras and 2713 accepted/rejected time gaps were measured. Raff’s method (deterministic approach) is used to estimate the critical gap. The collected data were then evaluated by a binary logit model (probabilistic approach) to estimate time gaps. The selected overpasses were observed on weekdays continuously for six hours. At the overpass locations 656 illegal crossings were observed on weekdays continuously for six hours. Safety margin of 377 pedestrians were evaluated by ANOVA analysis to identify the significant factors. ANOVA results revealed that interactions of gender, age, and vehicle position, items carrying, group size had significant effects on safety margin.

Evaluation of Level of Service with HCM 2010 in Weaving Segments in Izmir, Turkey

Proceedings
Pelin Onelcin, Mervegül Uysal, Mehmet Metin Mutlu, Yalcin Alver
13th International Congress on Advances in Civil Engineering,
Publication year: 2018

Weaving is defined as the crossing of two or more traffic streams traveling in the same general direction along a significant length of the roadway without the aid of traffic control devices. Weaving segments are formed when a merge area is closely followed by a diverge area, or when a one-lane on-ramp is closely followed by a one-lane off-ramp and the two are joined by an auxiliary lane. Highway Capacity Manual 2010 proposed a methodology to estimate the level of service at weaving segments. This methodology is adopted for the present study and applied to two weaving segments in Izmir, Turkey. The purpose of this study is to identify the level of service at weaving segments.

Bus Network Frequency Optimization Using Firefly Algorithm for Operator Cost Minimization: A Case Study for Karaman, Turkey

Proceedings
Mehmet Metin Mutlu, Ilyas Cihan Aksoy, Yalcin Alver
13th International Congress on Advances in Civil Engineering,
Publication year: 2018

This study proposes a bi-level optimization model for the transit frequency setting problem. A relatively new meta-heuristic algorithm, firefly algorithm is employed in upper-level to determine optimal headways for a given route structure to minimize operator cost. The approach adopted to achieve the objective is to ensure efficient use of vehicles by obtaining maximum occupancy rate. Frequency-based transit assignment is done using PTV VISUM software package in lower-level in order to determine flows resulting from headway set generated in upper-level. Tests are performed on Mandl’s network and transit network of Karaman, Turkey to evaluate the performance and applicability of the proposed model, obtained results are presented, and some conclusions are drawn.

Analyzing of Karşıyaka Tram Accessibility with Different Routes

Proceedings
Elia Odabasi, Yalcin Alver
13th International Congress on Advances in Civil Engineering
Publication year: 2018

Transportation planning is an important factor in terms of urban development. An effective transport system is a major component of social and economic development in urban areas. Public transport accessibility in cities is also an important point in this sense. Public Transport Accessibility Level (PTAL) is a method that measures the accessibility of public transport in a regional and urban area. The purpose of this study is to examine the impact of accessibility of public transport systems on different routes. This impact was investigated by the PTAL method. The accessibility of the tramway line within the province of Karsiyaka district of Izmir City was investigated along with the proposed route. Firstly, the existing route accessibility was calculated. Then, the accessibility of the proposed route was calculated. Both cases are compared.

An Investigation of Drivers'parking Choice Behaviour in Izmir, Turkey

Proceedings
Mervegül Uysal, Yalcin Alver
13th International Congress on Advances in Civil Engineering
Publication year: 2018

From the beginning of the 20th century, developments in science and technology and the increase in population have brought rapid and uncontrolled urbanization. An automobile and city relation comes at the beginning of transportation problems. Parking problems are the least considered transportation problems.
In this study, it is aimed to shed light on the car park choice behavior in Izmir. Selected multi story and on-street car parks in Izmir Alsancak region have been examined. The factors affecting the preferences of those who use these car parks have been examined. Data was collected with the help of surveys given in the scope of the study. The drivers were asked about their socio-economic characteristics, travel information and car parks. The obtained data were modeled by the logit model.
At the end of the study, variables affecting parking choice were determined. These variables were gender, purpose of the trip, travel time and walking distance to final destination. The effects of the variables in the study were tried to be explained. According to the obtained results from the surveys and logit models, solution proposals are given related to parking problems in the observed areas.

Young Students Gap Acceptance for Mid-Block Street Crossing in front of High Schools.

Proceedings
Mervegül UYSAL, Yalcin ALVER
Road Safety and Simulation International Conference - RSS2017
Publication year: 2017

Why cross on red : A questionnaire survey study in Izmir,Turkey

Proceedings
Pelin ONELCIN, Yalcin ALVER
World Conference on Transport Research 2016
Publication year: 2016

The Crossing Speed and Safety Margin of Pedestrians at Signalized Intersections

Proceedings
Pelin ONELCIN, Yalcin ALVER
EURO Working Group on Transportation Meeting - EGWT 2016
Publication year: 2016

Studying of Parking Charges at Park and Ride 3. Facilities in Izmir, Turkey

Proceedings
Yalcin ALVER , Inabat BALBAGAYEVA
World Conference on Transport Research 2016
Publication year: 2016

Aliaga

Book Chapter
Pelin Onelcin, Mehmet Metin Mutlu, Yalcin Alver
In: Horni, A, Nagel, K and Axhausen, K W. (eds.) The Multi-Agent Transport Simulation MATSim, Pp. 389–392. London: Ubiquity Press. DOI: http://dx.doi.org/10.5334/baw.60. License: CC-BY 4.0
Publication year: 2016

Ulaşım Planlama Destek Sistemi Olarak Coğrafi Bilgi Sistemleri ve Ege Üniversitesi Ulaşım Ana Planı Örneği.

National Proceedigs
M. Metin MUTLU, Yalcin ALVER
İnşaat Mühendisleri Odası 11. Ulaştırma Kongresi
Publication year: 2015

Illegal road crossing behavior of pedestrians at overpass locations Factors affecting gap acceptance crossing times and overpass use

Journal
Y. Ismet DEMIROZ, Pelin ONELCIN, Yalcin ALVER
Accident Analysis Prevention, Volume 80,Pp 220-228.
Publication year: 2015

Abstract

The aim of designing overpasses is to provide safe road crossings for pedestrians by helping them to avoid conflicts with motor vehicles. However, the number of pedestrians who do not use overpasses to cross the road is very high. An observational survey of illegal road crossings was conducted at four overpass locations in Izmir, Turkey to determine the crossing time, crossing speed of the pedestrians and their distance and time gap perception for safe road-crossing within 25 m of the overpasses in both directions. Crossing time is the time needed for a pedestrian to cross a particular road. Time gap is strongly related with safety margin. If a pedestrian chooses a larger time gap, then the arrival time of the oncoming vehicle to the crossing point of the pedestrian increases thus, the possibility of a collision decreases. Each overpass was observed on weekdays during peak afternoon (12.30-13.30) and evening hours (17.00-18.00). At all overpass locations 454 illegal crossings were observed. ANOVA results revealed that age had a significant effect both on safety margin and crossing time. During the observations a survey was conducted among pedestrians who completed their crossings either using the overpass or at street level within 25 m of the overpass (n=231). Factors affecting the crossing choice of pedestrians were specified in the surveys. The major part of the respondents (71.7%) indicated that time saving was the main reason for crossing at street level. Pedestrians’ crossing speeds were extracted from the video recordings to observe the effect of speed limit on pedestrian behavior. As a result, at locations where the speed limit was 70 km/h, pedestrians’ average crossing speed was found to be 1.60 m/s and 1.73 m/s while at locations where the speed limit was 50 km/h, pedestrians’ average crossing speed was found to be 1.04 m/s and 0.97 m/s. This shows that pedestrians feel safer while crossing when the vehicle speed is low.

Illegal crossing behavior of pedestrians at signalized intersections: Factors affecting the gap acceptance

Journal
Pelin Onelcin, Yalcin Alver
Transportation Research Part F: Traffic Psychology and Behaviour, Volume 31, May 2015, Pages 124-132
Publication year: 2015

Abstract

Purpose of designing crosswalks is to allow pedestrians to cross the roads safely avoiding conflicts between pedestrians and motorized vehicles. However, pedestrians do not always comply with the crossing rules, whether it is timing (signalization) and/or location (crossing facility). An observation survey of illegal crossings was conducted at six intersections in Izmir, Turkey to determine the distance and time gap perception of the pedestrians for safe road-crossing within the 25 m of the crosswalk. Each intersection was observed on weekdays during afternoon (12.30–13.30) and evening peak hours (17.00–18.00). Totally, 444 illegal crossings were observed at all intersections. Data were analyzed playing the video recordings in office. All roads were consisted of two lanes. In this study pedestrians’ illegal crossing behavior at signalized intersections depending on the position of the oncoming vehicle is of interest. Safety margins and crossing times of the pedestrians were also reported. Position of the vehicle was determined for the first lane at the instant the pedestrian stepped the lane. Pedestrians’ distance gap perception was categorized into five groups depending on the position of the oncoming vehicle which are; vehicle is within the 25 m of the crosswalk, vehicle is within the 25–50 m of the crosswalk, vehicle is within the 50–75 m of the crosswalk, vehicle is just beyond 75 m, and vehicle is out of field of view. Factors affecting the distance gaps, safety margins and crossing times were analyzed by ANOVA. The most significant effect was the vehicle speed in all analysis. Pedestrians based their decision of crossing on distance rather than time gap.

Studying the Park and Ride opportunities in Izmir, Turkey

Proceedings
Inabat BALGABAYEVA, Yalcin ALVER
11th International Conference on Advances in Civil Engineering
Publication year: 2014

Pedestrians crossing behavior near overpasses an investigation of four overpasses in Izmir, Turkey.

Proceedings
Pelin ONELCİN, Y. Ismet DEMIROZ, Yalcin ALVER
11th International Conference on Advances in Civil Engineering
Publication year: 2014

Pedestrian Behavior at Signalized Intersections in Izmir, Turkey

Proceedings
Pelin ONELCIN, Yalcin ALVER
International Conference on Traffic and Transport Engineering
Publication year: 2014

Interaction between socio-demographic characteristics: Traffic rule violations and traffic crash history for young drivers

Journal
Yalcin ALVER, M. Caner DEMIREL, M. Metin MUTLU
Accident Analysis & Prevention Volume 72, Pp 95-104.
Publication year: 2014

Abstract

Young drivers’ high traffic violation involvement rate and significant contribution to traffic crashes compared to older drivers creates the need for detailed analyses of factors affecting young drivers’ behaviors. This study is based on survey data collected from 2,057 18-29 year old young adults. Data were collected via face-to-face questionnaire surveys in four different cities in Turkey. The main objective of this study is to identify the relationship between socio-demographic characteristics, traffic rule violations, and traffic crashes among young drivers. Four main traffic rule violations are examined: red light violations, seat belt violations, speeding, and driving under the influence of alcohol, which are decisive in determining driving behavior and traffic crashes. The survey investigates the socio-demographic characteristics, traffic rule violation behavior and traffic crash histories of young adults. Four hypothetical scenarios were prepared for each traffic rule violation and data from the scenarios were modeled using the ordered probit model. Significant variables affecting each traffic rule violation are stated. Finally, significant variables that interact with crash involvements were investigated with binary logit models. According to the data analysis, 23.9% of drivers stated that they were involved in at least one traffic crash within the last three years. This crash rate increases to 38.3% for those who received at least one traffic citation/violation in last three years and peaks to 47.4% for those who were fined for seat belt violations in last three years.

Genç Sürücülerin Trafik Kural İhlalleri ve Sosyo Ekonomik Yapıları Arasındaki İlişkiler Aydın ve Malatya Örnekleri

Journal
M. Metin MUTLU, Yalcin ALVER
PAJES, 20(9), 344-350.
Publication year: 2014

Abstract

Sosyo-ekonomik verilere dayanarak yapılan çalışmalara göre gençlerin trafik kural ihlallerine daha eğilimli olduğu ve tüm dünyada genç sürücülerin, özellikle heyecan arama ve tecrübesizlik nedeniyle, trafik kazalarında büyük rol oynadığı bilinmektedir, bu nedenle genç nüfusun yoğun olduğu ülkemizde genç sürücü davranışları incelenmelidir.
Bu çalışmanın ana hedefi; genç sürücülerin (18-29 yaş) trafik kurallarına ne kadar uyduklarını belirlemek ve genç sürücülerin sosyo-ekonomik yapıları, sürüş tecrübeleri gibi değişkenlerle trafik ihlalleri arasında bir ilişki olup olmadığını açıklamaya çalışmaktır.
Çalışmada sürücü eğilimlerinin saptanmasında ve trafik kazalarında belirleyici olan; kırmızı ışıkta geçme, emniyet kemeri takmama, hız sınırını aşma ve alkollü araç kullanma olmak üzere dört ana kural ihlali incelenmiştir. Genç sürücülerin trafik kural ihlalleri ile sürüş davranışları arasındaki ilişkileri detaylı incelemek için yapılan anket çalışması ile toplanan veriler bu çalışmada kullanılmıştır. Kişisel Bilgiler ve Kural İhlalleri grupları altında toplanan sorulardan oluşan anket çalışması Aydın ve Malatya İlleri Merkez İlçelerinde gerçekleştirilmiştir. sürücü ehliyetine sahip ve en az bir yıldır aktif olarak araç kullanan 18-29 yaş arası sürücüler hedeflenmiştir. Belirtilen özellikleri sağlayan, farklı eğitim ve gelir düzeylerine sahip, Aydın’da 417, Malatya’da ise toplam 400 genç sürücüye yüz yüze anket tekniği kullanılarak anket yapılmıştır.
Sürücülerin sosyo-ekonomik verileri ve sürüş davranışı verileri toplanmış ve bu değişkenler ile kural ihlali yapma eğilimi arasındaki ilişki ikili (binary) logit model kullanılarak incelenmiştir. Çalışma sonucunda genç sürücüler daha yakından tanınmış, gerçekleştirdikleri trafik kural ihlalleri, sürüş davranışları, sosyo-ekonomik ve demografik yapıları arasında ne gibi ilişkiler olduğu ortaya çıkarılmıştır.

A Longitudinal Survey Study of Izmir Commuter Rail System IZBAN

Proceedings
Samet SEN, Yalcin ALVER
International Conference on Traffic and Transport Engineering
Publication year: 2014

Young Driver Behaviors Analysis Relationship Between Traffic Rule Violations and Socio-Demographic Structure

Proceedings
Yalcin ALVER, M. Metin MUTLU, M. Caner DEMIREL
Proceedings of the 18th International Conference of Hong Kong Society for Transportation Studies
Publication year: 2013

İzmir Banliyö Sistemi İZBAN Öncesi Sonrası Çalışması

National Proceedigs
Samet SEN, Yalcin ALVER
10. Ulaştırma Kongresi
Publication year: 2013

Genç Sürücülerin Trafik Kural İhlalleri ve Sosyo Ekonomik Yapıları Arasındaki İlişkiler Aydın ve Malatya Örnekleri

National Proceedigs
M. Metin MUTLU, Yalcin ALVER
10. Ulaştırma Kongresi
Publication year: 2013

Evacuation plan of an industrial zone: Case study of a chemical accident in Aliaga, Turkey and the comparison of two different simulation softwares

Journal
Pelin Onelcin, Mehmet Metin Mutlu, Yalcin Alver
Safety Science, Volume 60, December 2013, Pages 123-130
Publication year: 2013

The Role of Young Drivers University Students in Traffic Accidents

Proceedings
Yalcin ALVER, Pelin ONELCIN, Doruk AKGUL, Tolga TORTUMOGLU
10th International Congress on Advances in Civil Engineering
Publication year: 2012

Bikeway Usage Survey for Campus of Ege University and a Proposed Bicycle Route for the Campus

Proceedings
Damla KORKMAZ, Tugce SANA, Pelin ONELCİN, Yalcin ALVER
10th International Congress on Advances in Civil Engineering
Publication year: 2012

Variant Concept of Transportation Disadvantaged Evidence from Aydin, Turkey and Yamaga, Japan

Journal
Yavuz DUVARCI ,Tan Yigitcanlar, Yalcin ALVER, Shoshi MİZOKAMİ
Journal of Urban Planning and Development, Volume 137(1), Pp 82-90.
Publication year: 2011
Abstract

Transportation-disadvantaged groups have been defined in previous studies as those who are low income earners, are family dependent, have limited access to private motor vehicles and public transport services, and are obliged to spend relatively more time and money on their trips. Additionally the disabled, young, and elderly are commonly considered to be among the transportation-disadvantaged. Although generally this definition seems correct, it is not specific enough to become a universal definition that could apply to all urban contexts. This paper investigates whether perceptions of travel difficulty vary as does the definition of transportation-disadvantaged in socioculturally different urban contexts. For this investigation, the writers undertake a series of statistical analyses in a case study of Yamaga, Japan, and compare the findings with a previous case study, in which the same methodology, hypothesis, and assumptions were applied to a culturally and demographically different settlement in Aydin, Turkey. After comparing the findings observed in Aydin with the statistical analysis results in Yamaga, this paper reveals that there can be no detailed, universal definition of the transportation-disadvantaged. The writers conclude that the characteristics of the transportation-disadvantaged are not globally identical, and policies and solutions that work in one locality may not have the same results in another sociocultural context.

MATSim-T Urban Traffic Simulation for Izmir

Proceedings
M. Metin MUTLU, Yalcin ALVER
The 4th International Student Conference on Advanced Science and Technology
Publication year: 2010

An Innovative Approach for a Bus Rapid Transit Design A Case for Metro Line in Izmir

Proceedings
Can KARA, Yalcin ALVER, Yavuz DUVARCI, Omer SELVI
9th International Congress on Advances in Civil Engineering
Publication year: 2010

BRT Sisteminin İzmir de Uygulanabilirliği Üzerine Bir Değerlendirme

National Proceedigs
Mustafa OZUYSAL, Serhan TANYEL, Yalcin ALVER
İzmir Ulaşım Sempozyumu
Publication year: 2009

Investigating the effects of transit information systems on different user groups

Journal
Yalcin ALVER, Mizokami SHOSHI
Journal of Eastern Asia Society for Transportation Studies, Volume 7, Pp 1745-1759.
Publication year: 2007
Abstract

This study investigates the effects of Transit Information Systems (TIS). TIS are wide range of systems that provide travelers information about travel options such as; travel times, delays and/or incidents. In this study, the important transit information types and their service levels are investigated in Izmir City, Turkey. The study focused on the transit users; considered information types for different transit mode segments were identified. In addition, accepted information types for non-transit users to consider transit as an alternative commute mode was investigated. For these purposes, a stated preference scenario was prepared which included the considered important information types of respondents and a function of their actual travel time. In this study, static pre-transit information systems were considered. Results indicated that considered TIS between transit and non-transit users are not much different from each other. However, considered TIS among different transit mode segments is significantly different.

Investigating the effects of transit information systems on different user groups

Proceedings
Yalcin ALVER , Shoshi MIZOKAMI
The 7th International Conference of Eastern Asia Society for Transportation Studies
Publication year: 2007

IBEM analyses on half cell potential measurement for NDE of rebar corrosion

Journal
Je-Woon KYUNG, Sung-Ho TAE, Han-Seung LEE, Yalcin ALVER, Jo-Hyeong YOO
Computers and Concrete, Volume 4, Number 4, Pp 285-298.
Publication year: 2007

Abstract

Corrosion of Reinforcement (rebar) is nondestructively estimated by the half-cell potential measurement. As is the case with other nondestructive testings (NDT), understanding of the underlying principles should be clarified in order to obtain meaningful results. Therefore, the measurement of potentials in concrete is analytically investigated. The effect of internal defects on the potentials measured is clarified numerically by the boundary element method (BEM). Thus, a simplified inversion by BEM is applied to convert the potentials on concrete surface to those on rebars, taking into account the concrete resistivity. Because the potentials measured on concrete surface are so sensitive to moisture content, concrete resistivity and surface condition, an inverse procedure to convert the potentials on concrete surface into those on rebars is developed on the basis of BEM. It is found that ASTM criterion is practically applicable to estimate corrosion from the potential values converted. In experiments, an applicability of the procedure is examined by accelerated corrosion tests of reinforced concrete (RC) slabs. For practical use, the procedure is developed where results of IBEM are visualized by VRML (Virtual Reality modeling Language) in three-dimensional space.

The effectiveness of social experiments on verification of pre-estimated route choice model

Proceedings
Yalcin ALVER , Shoshi MIZOKAMI
11th International Conference on Travel Behaviour Research
Publication year: 2006

Comparing the Important Transit Information and Their Service Levels in Turkey both for Transit and Non-transit Users

Proceedings
Yalcin ALVER , Shoshi MIZOKAMI
JSCE Infrastructure Planning Conference
Publication year: 2006

A Study on Expressway Toll Pricing Based on the Results of Social Experimen

Proceedings
Yalcin ALVER , Jiro HASHIUCHI Shoshi MIZOKAMI
TRB 85th Annual Meeting
Publication year: 2006

A combined RP-SP route choice study between expressway and ordinary roads by using route choice survey's data

Journal
Yalcin ALVER , Shoshi MİZOKAMİ
Instrastructure Planning Review, Volume 23, Pp 521-532.
Publication year: 2006

Abstract

In order to solve the traffic congestion problem, it is decided to convert some of the traffic from ordinary road to expressway with discounted toll. A route choice survey was conducted to freight and production companies to collect two different types of data; Revealed Preference (RP) and Stated Preference (SP). Estimation was done in four steps; segmentation model, a route choice model with RP data and a convert model with SP data. Finally, RP and SP data were combined in linear and non-linear models. It is identified that VOT follows a decreasing curve by increasing travel time.