A Review on Crowd Sourcing Geo-Social Related Big Data Approaches as Solution to Transportation Problem

2014 ◽  
Vol 663 ◽  
pp. 622-626 ◽  
Author(s):  
Abdullah Zawawi Mohamed
Keyword(s):  
Big Data ◽  
Road Safety ◽  
Transportation Problem ◽  
Transportation Networks ◽  
Crowd Sourcing ◽  
Safety Level ◽  
The Road ◽  
Road Planning ◽  
Safe Road ◽  
Inputs And Outputs

In order to develop an efficient and safe road there are many methods have been implemented to measure the volume of traffic, to evaluate the road safety level and the others. However based on current practices these methods are very costly as well as complicated. In this paper we present the outcomes of the evaluation on several geosocial networks and transportation networks such as Twitter, Google Map and Waze. The evaluations have been done on the architecture, data inputs and outputs. These findings may give an overview on how all these methods work and how the outputs might be used to improve future road planning.

A framework to proactively consider road safety within the road planning process

2003 ◽  
Vol 30 (4) ◽  
pp. 711-719 ◽  
Author(s):  
Paul de Leur ◽  
Tarek Sayed
Keyword(s):  
Road Safety ◽  
Planning Process ◽  
Safety Evaluation ◽  
Safety Planning ◽  
The Road ◽  
Existing Problems ◽  
Proactive Approach ◽  
Poor Understanding ◽  
Road Planning

All too often, engineering strategies aimed at improving road safety are reactions to existing problems that occur after a road has been designed and built. Targeting problem locations and developing plans to reduce collisions are vital and have proven to be very successful. Transportation professionals, however, should also take a proactive approach to address road safety before problems emerge. This paper describes an evolving need of how to deal with road safety in a proactive manner. Although a proactive approach should improve the overall safety performance, there is currently a poor understanding of how to proactively plan for road safety. Several logistical and technical obstacles hinder the effective planning for road safety. Each of these obstacles is presented in detail, followed by a description of the opportunity to overcome each obstacle. The paper also includes the results of a case study used to demonstrate the proposed process. A proactive approach to road safety complements traditional, reactive methods currently in use. Significant progress will be realized once safety professionals shift their focus from fixing existing problems to helping plan roads that attempt to be problem free. The net result should be a safer road system.Key words: proactive road safety, safety audits, safety planning, safety evaluation, safety improvements.

scholarly journals Impact on Road Safety and Operation of Rerouting Traffic in Rural Travel Time Information System

Sensors ◽  
2020 ◽  
Vol 20 (15) ◽  
pp. 4145
Author(s):  
Mariusz Kiec ◽  
Carmelo D’Agostino ◽  
Sylwia Pazdan
Keyword(s):  
Information System ◽  
Travel Time ◽  
Traffic Control ◽  
Time Management ◽  
Road Safety ◽  
Road Network ◽  
Safety Level ◽  
The Road ◽  
Traffic Operation ◽  
Time Information

The Travel Time Information System (TTIS) is an Intelligent Traffic Control System installed in Poland. As is common, travel time is the only factor in the decision about rerouting traffic, while a route recommendation may consider multiple criteria, including road safety. The aim of the paper is to analyze the safety level of the entire road network when traffic is rerouted on paths with different road categories, intersection types, road environments, and densities of access points. Furthermore, a comparison between traffic operation and road safety performance was carried out, considering travel time and delay, and we predicted the number of crashes for each possible route. The results of the present study allow for maximizing safety or traffic operation characteristics, providing an effective tool in the management of the rural road system. The paper provides a methodology that can be transferred to other TTISs for real-time management of the road network.

scholarly journals Development of Models for Express Analysis of Road Safety

2021 ◽  
Vol 20 (6) ◽  
pp. 528-538
Author(s):  
L. S. Abramova ◽  
H. H. Ptitsia ◽  
S. V. Kapinus ◽  
T. V. Kharchenko
Keyword(s):  
Road Safety ◽  
Prototype Model ◽  
Labor Costs ◽  
Accident Rate ◽  
Safety Level ◽  
The Road ◽  
Traffic Conditions ◽  
Express Analysis ◽  
Accident Rates ◽  
The Relationship

Results of a study of an actual scientific and technical problem of determining the road safety level on road sections are presented in the paper. The aim of the study is to develop an express method for assessing road safety based on improving the method of the final accident rate by reducing the partial accident rate with the required accuracy of determining the safety level on public roads. The formalization of the relationship between the parameters of road traffic conditions has been carried out to study the level of safety on highways. Latent factors of the parameters of traffic conditions have been obtained on the basis of reduction of their aggregate by the method of principal components, taking into account the relationship of partial accident rates. This condition has allowed to develop analytical models for determining road safety for implementation in the practice of conducting a road safety audit. A method for identifying hazardous areas on highways has been proposed in the paper. It includes 11 parameters of road conditions out of 18 partial accident rates proposed in the prototype and regulatory documents of Ukraine. The adequacy of the model is determined by deviation values of the obtained data according to the prototype model from the values of the relative accident rate, which were 3.22 and 18.61, respectively. The proposed model reduces the deviation value by six times and affects the accuracy of determining the safety level. Experimental studies have been conducted on 79 km of highways (on 385 sectors with constant values of traffic conditions parameters). The results of a comparative analysis of the safety level for the prototype model and the developed model have been identical and shown a decrease in time and labor costs by 1.6 times without loss of accuracy. Thus, the developed methodology is recommended to be applied for determining the potential danger of road sections during an express analysis of the road safety or when conducting a safety audit at various stages of the road life cycle.

scholarly journals Design, Implementation, and Evaluation of an Information System to Enhance Road Safety Level for Pedestrians in China

2021 ◽  
Vol 2021 ◽  
pp. 1-10
Author(s):  
Hanjing Huang ◽  
Luosha Liu ◽  
Zhiyong Fu ◽  
Yichi Zhang ◽  
Jun Zhang ◽  
...  
Keyword(s):  
Information System ◽  
Multimedia Information ◽  
Road Safety ◽  
Primary Objective ◽  
Traffic Information ◽  
Safety Level ◽  
Traffic Incidents ◽  
The Road ◽  
Unsafe Behavior ◽  
Unsafe Behaviors

Pedestrians’ unsafe behavior is one of the most critical factors causing traffic incidents in China. The primary objective of this study is to explore the cause of pedestrians’ unsafe behavior and provide possible solutions. We interviewed pedestrians and experts to investigate pedestrians’ unsafe behaviors. Results from interviews indicated that pedestrians were likely to exhibit unsafe behavior at intersections owing to use of smartphones, reluctance to obey the rules, and unawareness of risk. According to the experts, attracting the attention of pedestrians and guiding them to exhibit safe behaviors can improve their safety. Based on these results, we designed “LookMe,” which is a multimedia information system placed at the intersections, to guide pedestrians across the road and improve their experience of waiting in traffic. The results of user tests indicated that pedestrians had relatively high acceptance of LookMe. Moreover, participants wanted to see diverse multimedia information on the screen of LookMe such as news, videos, maps, and traffic information. Findings from this study can be useful in understanding why Chinese pedestrians exhibit unsafe behaviors and proposing effective solutions to enhance their safety.

scholarly journals DASHCAM AS A DEVICE TO INCREASE THE ROAD SAFETY LEVEL

2020 ◽  
Vol 1 ◽  
pp. 1-5
Author(s):  
Veronika Adamová
Keyword(s):  
Road Safety ◽  
Traffic Accident ◽  
Supply And Demand ◽  
Basic Information ◽  
Safety Level ◽  
The Road ◽  
Road Users ◽  
Legislative Framework ◽  
The Individual ◽  
Innovative Approaches

In recent years, there has been a huge boom in the market in terms of both supply and demand for dashcams. This stems from the purpose of the camera installed in the vehicle. Dashcams are currently becoming an important aid in solving various adverse incidents, such as detecting violations of traffic regulations and other laws and recording and clarifying the course of a traffic accident or other criminologically relevant event. The purpose of this camera is to monitor the space in front and behind the vehicle, or the situation inside the vehicle. The content of this article is aimed at acquainting the reader with basic information about dashcams. Specifically, the individual parts of the article will discuss the importance and significance of the dashcams, the benefits of its use, and the legislative framework that regulates its use. The paper will conclude with a brief overview of innovative approaches based on the application of a dashcam for the purpose of increasing the level of safety of road users while driving a vehicle.

scholarly journals Identifying the Most Significant Indicators of the Total Road Safety Performance Index- Case Study: European Union

2019 ◽  
Vol 4 (1-2) ◽  
Author(s):  
Milan Tešić ◽  
Elke Hermans ◽  
Krsto Lipovac ◽  
Dalibor Pešić
Keyword(s):  
Performance Index ◽  
Road Safety ◽  
Composite Index ◽  
Safety Performance ◽  
Data Envelopment ◽  
Safety Level ◽  
The Road ◽  
Wide Range ◽  
Selection Of

The review of the national and international literature dealing with the assessment of the road safety level has shown great efforts of the authors who aimed to define the methodology for calculating the composite road safety index on a territory (region, state, etc.). The procedure for obtaining a road safety composite index of an area has been largely harmonized. The question that has not been fully resolved yet concerns the selection of indicators. There is a wide range of road safety indicators used to show the road safety situation in a territory. The road safety performance index (RSPI) obtained on the basis of a larger number of safety performance indicators (SPIs) enables decision makers to more precisely define earlier goal- oriented actions. Recording a broader comprehensive set of SPIs helps identify the strengths and weaknesses of an area’s road safety system. Therefore, there is a need for calculating a road safety performance index with a limited number of indicators (RSPIlnn) which will provide a comparison of sufficient quality, of as many countries as possible. The application of the Data Envelopment Analysis (DEA) method and correlation analysis has helped to check if the RSPIlnn is likely to be of sufficient quality. A strong correlation between the RSPIlnn and the RSPI based on all indicators has been identified using the proposed methodology. This will help achieve the standardization of indicators including data collection procedures and selection of the key list of indicators that need to be monitored.

scholarly journals The condition of road safety and ways to improve the level safety on the example of Bytom

2019 ◽  
Vol 20 (1-2) ◽  
pp. 104-108
Author(s):  
Zbigniew Matuszak ◽  
Agnieszka Nowak ◽  
Iwona Żabińska
Keyword(s):  
Road Safety ◽  
Road Accidents ◽  
Safety Level ◽  
Traffic Incidents ◽  
The Road ◽  
Road Users

In the article the problem of the road safety in Bytom based on analysis of the period 2013 – 2017 is presented. The types of traffic incidents and their classification are specified. Selected issues that have a particular impact on the safety level of road users, such as the number of road accidents, the reasons for their occurrence, the perpetrators of accidents and their consequences, are described. Actions and initiatives taken to improve safety were discussed. In addition, the paper evaluates the effects of measures to improve road safety introduced in Bytom

scholarly journals New method of predicting the occurrence of road accidents in Ukraine

2021 ◽  
Author(s):  
Valerii Vyrozhemskyi ◽  
Liudmyla Nahrebelna ◽  
Minenko Yevhen ◽  
Nataliia Bidnenko
Keyword(s):  
Road Safety ◽  
Road Accident ◽  
The European Union ◽  
Road Accidents ◽  
Safety Level ◽  
The Road ◽  
The Past ◽  
Current Period ◽  
Road Users ◽  
Accident Data

Insufficient road safety level remains a serious problem in Ukraine. The number of people killed in road accidents in 2018 per 100 thousand of population is 9,11, while in the countries of the European Union, on average, this indicator is 5-6 deaths per 100 thousand of population. The growing number of vehicles and road users increases the likelihood of road accidents and, accordingly, the number of the suffered people increases. This regularity can be noted not only in our country, but also in the countries over the world. Method of prospective extrapolation is proposed for the prevention of road accidents which makes it possible to transfer the trends and links connected with the occurrence of road accidents in the past to the current period and for the future. To apply this method, it is necessary to have a qualitative statistical analysis of the road accident data. This provides an opportunity to foresee the occurrence of a particular type of accident, its location and the causes affecting its occurrence. By using the prospective extrapolation method, it is possible to reduce the number of road accidents and the severity of their consequences, including reducing the number of fatal accidents to a minimum.

scholarly journals Modelling of a Partially Loaded Road Tanker during a Braking-in-a-Turn Maneuver

Actuators ◽  
2018 ◽  
Vol 7 (3) ◽  
pp. 45 ◽  
Author(s):  
Frank Otremba ◽  
José Romero Navarrete ◽  
Alejandro Lozano Guzmán
Keyword(s):  
Road Safety ◽  
Load Transfer ◽  
Dynamic Interaction ◽  
Performance Measure ◽  
Lateral Stability ◽  
Safety Level ◽  
Factors Associated ◽  
Braking System ◽  
Factors Influencing ◽  
Fill Level

Road safety depends on several factors associated with the vehicle, to the infrastructure, as well as to the environment and experience of vehicle drivers. Concerning the vehicle factors influencing the safety level of an infrastructure, it has been shown that the dynamic interaction between the carried liquid cargo and the vehicle influences the operational safety limits of the vehicle. A combination of vehicle and infrastructure factors converge when a vehicle carrying liquid cargo at a partial fill level performs a braking maneuver along a curved road segment. Such a maneuver involves both longitudinal and lateral load transfers that potentially affect both the braking efficiency and the lateral stability of the vehicle. In this paper, a series of models are set together to simulate the effects of a sloshing cargo on the braking efficiency and load transfer rate of a partially filled road tanker. The model assumes the superposition of the roll and pitch independent responses, while the vehicle is equipped with Anti-lock braking System brakes (ABS) in the four wheels. Results suggest that cargo sloshing can affect the performance of the vehicle on the order of 2% to 9%, as a function of the performance measure considered. A dedicated ABS system could be considered to cope with such diminished performance.

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