Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)

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Differentiation Analysis Between Driving Demand Based on Driving Atlas and Road Supply

Authors
Guoqing Liu1, *
1Institute of Logistics and Science, Shanghai Maritime University, Shanghai, 201306, China
*Corresponding author. Email: gqlliu@163.com
Corresponding Author
Guoqing Liu
Available Online 9 October 2023.
DOI
10.2991/978-94-6463-256-9_156How to use a DOI?
Keywords
driving behavior; graph representation; feature classification; supply-demand difference analysis
Abstract

In order to reduce traffic accidents on special sections of mountainous highways and optimize individual driving behaviors, a behavioral map for studying individual driving behaviors is proposed. Based on simulated driving behavior data of individual drivers on mountainous highways, the statistical characteristics of driving behaviors are studied. The acceleration, deceleration, and steering wheel angle of the vehicle are selected as the feature indicators to describe individual driving behaviors, and a graph-based individual driving behavior feature expression method is constructed to study the supply-demand differences between different driving behaviors and road conditions. The results show that the driving behavior map can not only accurately and intuitively express the relationship between driving behavior and driving safety, but also clearly display the conflicts between road condition supply and driving behavior demand. The research results provide reasonable suggestions and solutions for alleviating supply-demand conflicts and behavior control, and improve the safety and operational efficiency of road traffic.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)
Series
Advances in Economics, Business and Management Research
Publication Date
9 October 2023
ISBN
978-94-6463-256-9
ISSN
2352-5428
DOI
10.2991/978-94-6463-256-9_156How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Guoqing Liu
PY  - 2023
DA  - 2023/10/09
TI  - Differentiation Analysis Between Driving Demand Based on Driving Atlas and Road Supply
BT  - Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)
PB  - Atlantis Press
SP  - 1540
EP  - 1547
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-256-9_156
DO  - 10.2991/978-94-6463-256-9_156
ID  - Liu2023
ER  -