Dynamic evolution model of freeway traffic accident risk based on complex network
To effectively excavate the patterns in freeway traffic accidents, we propose a method for constructing a freeway traffic accident cause network based on complex network theory. We define the risk propagation mechanism from two aspects: risk structure and risk patterns, and integrate the freeway tra...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Science Press (China Science Publishing & Media Ltd.)
2024-07-01
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| Series: | Shenzhen Daxue xuebao. Ligong ban |
| Subjects: | |
| Online Access: | https://journal.szu.edu.cn/en/#/digest?ArticleID=2658 |
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| _version_ | 1850221595145011200 |
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| author | TANG Zhihui HUANG Jingru ZHANG Nan |
| author_facet | TANG Zhihui HUANG Jingru ZHANG Nan |
| author_sort | TANG Zhihui |
| collection | DOAJ |
| description | To effectively excavate the patterns in freeway traffic accidents, we propose a method for constructing a freeway traffic accident cause network based on complex network theory. We define the risk propagation mechanism from two aspects: risk structure and risk patterns, and integrate the freeway traffic accident cause network with these mechanisms to establish an evolution model for freeway traffic accident risk. Using data from 201 investigation reports of major highway traffic accidents as examples, risk analysis is conducted. The results show that the risk evolution model based on complex networks is applicable for analyzing freeway traffic accident risks. The model allows the analysis and classification of risk propagation characteristics of each causation factor, enabling the formulation of targeted control strategies. This paper provides a new approach for studying the evolution of freeway traffic accident risk. |
| format | Article |
| id | doaj-art-db10824d5fa54812a3b2db9f0ea52657 |
| institution | OA Journals |
| issn | 1000-2618 |
| language | English |
| publishDate | 2024-07-01 |
| publisher | Science Press (China Science Publishing & Media Ltd.) |
| record_format | Article |
| series | Shenzhen Daxue xuebao. Ligong ban |
| spelling | doaj-art-db10824d5fa54812a3b2db9f0ea526572025-08-20T02:06:40ZengScience Press (China Science Publishing & Media Ltd.)Shenzhen Daxue xuebao. Ligong ban1000-26182024-07-0141443344310.3724/SP.J.1249.2024.044331000-2618（2024）04-0433-11Dynamic evolution model of freeway traffic accident risk based on complex networkTANG ZhihuiHUANG JingruZHANG NanTo effectively excavate the patterns in freeway traffic accidents, we propose a method for constructing a freeway traffic accident cause network based on complex network theory. We define the risk propagation mechanism from two aspects: risk structure and risk patterns, and integrate the freeway traffic accident cause network with these mechanisms to establish an evolution model for freeway traffic accident risk. Using data from 201 investigation reports of major highway traffic accidents as examples, risk analysis is conducted. The results show that the risk evolution model based on complex networks is applicable for analyzing freeway traffic accident risks. The model allows the analysis and classification of risk propagation characteristics of each causation factor, enabling the formulation of targeted control strategies. This paper provides a new approach for studying the evolution of freeway traffic accident risk.https://journal.szu.edu.cn/en/#/digest?ArticleID=2658transportation planning and managementrisk dynamic evolutioncomplex networkrisk propagation mechanismtraffic safetyfreeway |
| spellingShingle | TANG Zhihui HUANG Jingru ZHANG Nan Dynamic evolution model of freeway traffic accident risk based on complex network Shenzhen Daxue xuebao. Ligong ban transportation planning and management risk dynamic evolution complex network risk propagation mechanism traffic safety freeway |
| title | Dynamic evolution model of freeway traffic accident risk based on complex network |
| title_full | Dynamic evolution model of freeway traffic accident risk based on complex network |
| title_fullStr | Dynamic evolution model of freeway traffic accident risk based on complex network |
| title_full_unstemmed | Dynamic evolution model of freeway traffic accident risk based on complex network |
| title_short | Dynamic evolution model of freeway traffic accident risk based on complex network |
| title_sort | dynamic evolution model of freeway traffic accident risk based on complex network |
| topic | transportation planning and management risk dynamic evolution complex network risk propagation mechanism traffic safety freeway |
| url | https://journal.szu.edu.cn/en/#/digest?ArticleID=2658 |
| work_keys_str_mv | AT tangzhihui dynamicevolutionmodeloffreewaytrafficaccidentriskbasedoncomplexnetwork AT huangjingru dynamicevolutionmodeloffreewaytrafficaccidentriskbasedoncomplexnetwork AT zhangnan dynamicevolutionmodeloffreewaytrafficaccidentriskbasedoncomplexnetwork |