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Social Psychology and Society

Publisher: Moscow State University of Psychology and Education

ISSN (printed version): 2221-1527

ISSN (online): 2311-7052

DOI: https://doi.org/10.17759/sps

License: CC BY-NC 4.0

Started in 2010

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The model of recognition of driving styles and classification of traffic interaction strategies 637

Efremov S.B.
post graduate student of the Department of psychology of Management, Moscow State University of Psychology and Education, Moscow, Russia
e-mail: 0971090@gmail.com

Abstract
In this paper, we propose the grounds for constructing a neural network model for recognizing the driving styles with the aim of classifying the types interaction strategies of drivers in road traffic. The purpose of this article is that the possible future design of systems for recognizing the driving styles based on the neural network. Our system is able to identify and classify strategies for interaction of drivers in traffic conditions, as well as to allocate traffic interaction strategies that can be correlated with “types of dangerous driving”.

Keywords: road environment, driving styles, road users’ strategies and communications, neural network modelling, self-organizing map (SOM)

Column: Empirical Research

DOI: https://doi.org/10.17759/sps.2017080409

For Reference

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