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文章基本信息

  • 标题:The model of recognition of driving styles and classification of traffic interaction strategies
  • 本地全文:下载
  • 作者:Efremov S.B.
  • 期刊名称:Social Psychology and Society
  • 印刷版ISSN:2221-1527
  • 电子版ISSN:2311-7052
  • 出版年度:2017
  • 卷号:8
  • 期号:4
  • 页码:123-133
  • DOI:10.17759/sps.2017080409
  • 出版社:Moscow State University of Psychology and Education
  • 摘要: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”.
  • 关键词:road environment; driving styles; road users’ strategies and communications; neural network modelling; self-organizing map (SOM)
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