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TOWARD FLEXIBLE DATA COLLECTION OF DRIVING BEHAVIOUR

M. Ameksa, H. Mousannif, H. Al Moatassime, Z. Elamrani Abou Elassad
2020 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
The purpose of this research is to investigate data acquisition methods and tools related to driving behavior, in addition to the type of data acquired.  ...  Recently, driving behavior has been the focus of several researchers and scientists, they are attempting to identify and analyze driving behavior using different sources of data.  ...  S49 Evaluation of an in-vehicle monitoring system (IVMS) to reduce risky driving behaviors in commercial drivers: Comparison of in-cab warning lights and supervisory coaching with videos of driving behavior  ... 
doi:10.5194/isprs-archives-xliv-4-w3-2020-33-2020 fatcat:elhcwaqupbg4npaprz3a3kvowy

Vehicular Data Space: The Data Point of View

Paulo H. Rettore, Guilherme Maia, Leandro A. Villas, Antonio A. F. Loureiro
2019 IEEE Communications Surveys and Tutorials  
In a nutshell, this paper constitutes one of the first holistic surveys on services and applications for ITSs, focusing on the data used by them, as well as their future challenges.  ...  We also categorize the applications, highlighting the data each one used in their approach.  ...  They developed a social driving app that provides recommendations about how to drive on a given track based on experiences shared by other drivers. Rettore et al.  ... 
doi:10.1109/comst.2019.2911906 fatcat:r75rbgvmcvbynk4vqby723ywoy

A Review of Research on Driving Styles and Road Safety

Fridulv Sagberg, Selpi, Giulio Francesco Bianchi Piccinini, Johan Engström
2015 Human Factors  
Application: Knowledge about driving styles can be applied in programs for modifying driver behavior and in the context of usage-based insurance.  ...  Objective: The aim of this study was to outline a conceptual framework for understanding driving style and, on this basis, review the state-of-the-art research on driving styles in relation to road safety  ...  Based on headway measurements, Mac-Adam, formulated a "driving aggressivity index" based on the relative prevalence of the behavior categories "closing in rapidly," "closing in," and "following" as opposed  ... 
doi:10.1177/0018720815591313 pmid:26130678 fatcat:virz5mwq2va2dnw52jfxro3pce

An Intelligent System-on-a-Chip for a Real-Time Assessment of Fuel Consumption to Promote Eco-Driving

Óscar Mata-Carballeira, Mikel Díaz-Rodríguez, Inés del Campo, Victoria Martínez
2020 Applied Sciences  
For that reason, this work proposes a self-organized map (SOM)-based intelligent system in order to provide drivers with eco-driving-intended driving style (DS) recommendations.  ...  The development of the DS advisor uses driving data from the Uyanik instrumented car. The system classifies drivers regarding the underlying causes of non-optimal DSs from the eco-driving viewpoint.  ...  Hopefully, this cluster-based approach can be extrapolated to more complex driving contexts, such as driving in dense traffic or urban roads, due to its unsupervised nature.  ... 
doi:10.3390/app10186549 doaj:cc89b2d93ed946469128b0cf4a7de111 fatcat:lhqp6s7dlnbf3l4dbn23yipib4

IoT Sensing for Reality-Enhanced Serious Games, a Fuel-Efficient Drive Use Case

Rana Massoud, Riccardo Berta, Stefan Poslad, Alessandro De Gloria, Francesco Bellotti
2021 Sensors  
In particular, we propose a reference model for supporting a novel smart sensing dataflow involving the combination of two modules, based on machine learning, to be employed in RESGs in parallel and in  ...  Internet of Things technologies are spurring new types of instructional games, namely reality-enhanced serious games (RESGs), that support training directly in the field.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s21103559 pmid:34065354 pmcid:PMC8161113 fatcat:y4ynciczg5dqdbt5d2g6rdx3hq

STRESS, FATIGUE, HEALTH, AND RISK OF ROAD TRAFFIC ACCIDENTS AMONG PROFESSIONAL DRIVERS: The Contribution of Physical Inactivity

Adrian H. Taylor, Lisa Dorn
2006 Annual Review of Public Health  
This chapter provides an overview, within an evidence-based framework, of the impact each of these human factors has on driver performance and risk of at-work road traffic accidents and then examines how  ...  Key Words driver, occupational health, exercise, health promotion, stress management ■ Abstract Strategies to achieve ambitious targets for reducing road accidents (34) have largely focused on engineering  ...  (e.g., local bus drivers, long-distance coach drivers, HGV drivers, company car drivers, etc. ).  ... 
doi:10.1146/annurev.publhealth.27.021405.102117 pmid:16533122 fatcat:oae5oc3smvgrnn5ursjtnpjrua

Legislation on key safety issues [chapter]

2014 Road Safety Annual Report 2014  
sel=3 Recent and on-going research • Second National Survey on Road safety behaviors and 1st urban survey of pedestrians and cyclists behaviour.  ...  Speed In 2013, a total of 12 410 cars were surveyed on the road network in Ireland. Of the cars surveyed, 43% (5 345) were travelling on urban roads, and 57% were travelling on rural roads.  ...  with information on recent trends in speeding, drink-driving and other aspects of road user behaviour. photo credit: Christian Mueller -Shutterstock  ... 
doi:10.1787/irtad-2014-5-en fatcat:v3fkyuzonjdqtdz3v6jjgcayya

Off-road cycling infrastructure [chapter]

Narelle Haworth
2015 Cycling Futures  
To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0 or send a letter to Creative Commons,  ...  Acknowledgements The authors acknowledge the support of the NRMA-ACT Road Safety Trust, who funded the original naturalistic cycling study.  ...  Acknowledgements The author gratefully acknowledges the contribution of Chris Piperidis, who compiled some of the data on which this chapter is based.  ... 
doi:10.20851/cycling-futures-13 fatcat:lhtkdoqhibc4dbu3vffl5rcrqq

Ecological Predictors and Consequences of Non-Native Earthworms in Kennebec County, Maine

Julia A. Rogers, Cathy D. Collins
2017 Northeastern Naturalist  
the investment on 252 miles of high-priority, improved roads, at a total estimated value of about $86 million.  Light capital paving (LCP) to keep 600 miles of lower-priority roads serviceable, at a  ...  maintenance; bus, rail and ferry operations; sidewalks and trails; and more.  ...  A measure of how a road compares to other roads of the same priority across the state based on safety, condition and service.  ... 
doi:10.1656/045.024.0203 fatcat:ffeeercjxvcizkadwmcs7xm7pa

Instructional design for advanced learners: training recognition skills to hasten expertise

Peter Jae Fadde
2007 Educational technology research and development  
Expertise in domains ranging from sports to surgery involves a process of recognition-primed decision-making (RPD) in which experts make rapid, intuitive decisions based on recognizing critical features  ...  This article describes a recognition training approach that is based on expertise theories, research findings, and laboratory measurement techniques.  ...  However, a driver's experience may be limited to a particular type (over-the-road versus local) or location (urban east versus mountain west) of driving.  ... 
doi:10.1007/s11423-007-9046-5 fatcat:24oghepipjcg5bltfy4hoi3xea

Proceedings of the Fifth Biennial Conference of the Society for Implementation Research Collaboration (SIRC) 2019: where the rubber meets the road: the intersection of research, policy, and practice - part 2

2020 Implementation Science  
This is followed by weekly coaching calls (external facilitation) to support the champion in enacting changes to increase use of evidence-based psychotherapy.  ...  Of 125 trainees completing consultation, 108 were recommended for coaching based on clinical skill, and 84 were ultimately trained in the TRAILS coaching protocol.  ...  Based on the changes implemented in the second phase (automating the dashboard; changing training strategies), participants reported positive attitudes particularly regarding conveying the usefulness of  ... 
doi:10.1186/s13012-020-01033-8 pmid:32998745 fatcat:qusvm2jnqbaatpqc5qj3jkuh4i

Enhancing the Architecture of Context-Aware Driver Assistance Systems by Incorporating Insights from Naturalistic Driving Data

Mostafa M H T Mohammed
2019
The proposed layer is designed based on key insights that were drawn from naturalistic driving studies based on actual driving behavior.  ...  The provided key insights into driver behavior included, but was not limited to: (i) the quantification of driving behavior in proximity to intersections and on segments in the form of probability density  ...  In the next stage of the methodology, the typical driver behavior measurement methods including driving simulators, test tracks and on-road experiments, and naturalistic driving studies were reviewed.  ... 
doi:10.7939/r3-25k2-xx82 fatcat:tujsrjoisvcbxcb5rrtpdd67c4

The level of mental load during a functional task is reflected in oculometrics [chapter]

Ramtin Zargari Marandi, Afshin Samani, Pascal Madeleine
2017 International Federation for Medical and Biological Engineering Proceedings  
observation of interactions among drivers at unsignalized intersections (Nathanael Dimitris) • Naturalistic observation of interactions between car drivers and pedestrians in high density urban settings  ...  communication language (Degani Asaf) • HMI of autonomous vehicles -more than meets the eye (Bligård Lars-Ola) • Inter-agent interaction on the road and autonomous vehicles (Degani Asaf) • Naturalistic  ... 
doi:10.1007/978-981-10-5122-7_15 fatcat:vaq2jz2o3zgofdi4tkkn2ksfje

Spatial Analysis of Road Safety and Traffic Behaviour using High Resolution Multi-parametric Data (en) [article]

(:Unkn) Unknown, National Technological University Of Athens
2020
Apostolos Ziakopoulos | Spatial analysis of road safety and traffic behaviour using high resolution multi-parametric data [2]  ...  Department of Transportation Planning and Engineering Apostolos Ziakopoulos | Spatial analysis of road safety and traffic behaviour using high resolution multi-parametric data [1] This research is co-financed  ...  In smaller-scale experiments of on road driving (which are types of experiments related to naturalistic driving), usually the presence of researchers is required in the vicinity for navigation instructions  ... 
doi:10.26240/heal.ntua.19801 fatcat:nhwvmq7kpze73l3l2duoldgohq

Volume 19 : 2021 Issue 2

MIP Malaysia
2021 PLANNING MALAYSIA JOURNAL  
The views expressed in this publication are those of the author(s) and do not necessarily represent the views of MIP. This journal is a refereed journal.  ...  The research location located in Fraser's Hills is on the Abu Suradi trail.  ...  ACKNOWLEDGEMENT We would like to thank Universiti Sains Malaysia for extending the RUI grant for this research, "Urbanization and Land Use Changes in Small Town, Northern Region, Malaysia" under grant  ... 
doi:10.21837/pm.v19i16.946 fatcat:ca75sw4n5ncdtpi54djoqdf4ty
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