Journals Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Name
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Subjects
Road safety
Bayesian methods
Road accidents
Humans
Predictive models
Telecommunication traffic
Traffic control
Real time systems
Helium
Alarm systems
Bayesian methods
Road accidents
Humans
Predictive models
Telecommunication traffic
Traffic control
Real time systems
Helium
Alarm systems
ISSN
1062922X
Description
Road safety performance constitutes an important issue in road traffic management. Systems have been developed for assessing safety performance; however, these provide only historical or retrospective analyses. Effective safety management requires a prospective viewpoint. The main goal of this research is the integration of microscopic road network simulation with Bayesian Belief Network (BBN) technology for improved prediction of road accident risk. The paper describes the method along with the current state of the development of an accident prediction system. Preliminary validation studies of the road network simulation and BBN models are illustrated.
Impact Factor (2 years)
3.557
Publisher
IEEE
Journal Webpage
Journal type
Open Access