A review of road safety evaluation methods based on driving behavior
Road traffic safety should be evaluated throughout the entire life-cycle of road design, operation, maintenance, and expansion construction. However, traditional methods for evaluating road traffic safety based on traffic accidents and conflict technology are limited by their inability to account fo...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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KeAi Communications Co., Ltd.
2023-10-01
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| Series: | Journal of Traffic and Transportation Engineering (English ed. Online) |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2095756423001034 |
| _version_ | 1797647610502184960 |
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| author | Zijun Du Min Deng Nengchao Lyu Yugang Wang |
| author_facet | Zijun Du Min Deng Nengchao Lyu Yugang Wang |
| author_sort | Zijun Du |
| collection | DOAJ |
| description | Road traffic safety should be evaluated throughout the entire life-cycle of road design, operation, maintenance, and expansion construction. However, traditional methods for evaluating road traffic safety based on traffic accidents and conflict technology are limited by their inability to account for the complex environmental factors involved. To address this issue, a new road safety evaluation method has emerged that is based on driving behavior. Because drivers' behaviors may vary depending on the driving environment and their personal characteristics, evaluating road safety from the perspective of driver behavior has become a popular research topic. This paper analyzes current research trends and mainstream journals in the field of road safety evaluation of driving behavior. Additionally, it reviews the three most commonly used driving behavior data collection methods, and compares the advantages and disadvantages of each. The paper proposes the main application scenarios of road safety evaluation methods based on driving behavior, such as road design, evaluation of the effects of road appurtenances, and intelligent highways. Furthermore, the paper summarizes a driving behavior index system based on vehicle data, driver's physiological and psychological data, and driver's subjective questionnaire data. A comprehensive evaluation method based on the fusion of each index system is presented in detail. Finally, the paper points out current research problems and the future development direction of the road safety evaluation method based on driving behavior. |
| first_indexed | 2024-03-11T15:18:58Z |
| format | Article |
| id | doaj.art-3c67ef3ab8aa4d3ca5dd98bd801552b1 |
| institution | Directory Open Access Journal |
| issn | 2095-7564 |
| language | English |
| last_indexed | 2024-03-11T15:18:58Z |
| publishDate | 2023-10-01 |
| publisher | KeAi Communications Co., Ltd. |
| record_format | Article |
| series | Journal of Traffic and Transportation Engineering (English ed. Online) |
| spelling | doaj.art-3c67ef3ab8aa4d3ca5dd98bd801552b12023-10-29T04:19:41ZengKeAi Communications Co., Ltd.Journal of Traffic and Transportation Engineering (English ed. Online)2095-75642023-10-01105743761A review of road safety evaluation methods based on driving behaviorZijun Du0Min Deng1Nengchao Lyu2Yugang Wang3Intelligent Transportation System Research Center, Wuhan University of Technology, Wuhan 430063, China; Engineering Research Center of Transportation Information and Safety, Ministry of Education, Wuhan 430063, ChinaWuhan Zhongjiao Traffic Engineering Co., Ltd., Wuhan 430000, ChinaIntelligent Transportation System Research Center, Wuhan University of Technology, Wuhan 430063, China; Engineering Research Center of Transportation Information and Safety, Ministry of Education, Wuhan 430063, China; Corresponding author. Intelligent Transportation System Research Center, Wuhan University of Technology, Wuhan 430063, China.Intelligent Transportation System Research Center, Wuhan University of Technology, Wuhan 430063, China; Engineering Research Center of Transportation Information and Safety, Ministry of Education, Wuhan 430063, ChinaRoad traffic safety should be evaluated throughout the entire life-cycle of road design, operation, maintenance, and expansion construction. However, traditional methods for evaluating road traffic safety based on traffic accidents and conflict technology are limited by their inability to account for the complex environmental factors involved. To address this issue, a new road safety evaluation method has emerged that is based on driving behavior. Because drivers' behaviors may vary depending on the driving environment and their personal characteristics, evaluating road safety from the perspective of driver behavior has become a popular research topic. This paper analyzes current research trends and mainstream journals in the field of road safety evaluation of driving behavior. Additionally, it reviews the three most commonly used driving behavior data collection methods, and compares the advantages and disadvantages of each. The paper proposes the main application scenarios of road safety evaluation methods based on driving behavior, such as road design, evaluation of the effects of road appurtenances, and intelligent highways. Furthermore, the paper summarizes a driving behavior index system based on vehicle data, driver's physiological and psychological data, and driver's subjective questionnaire data. A comprehensive evaluation method based on the fusion of each index system is presented in detail. Finally, the paper points out current research problems and the future development direction of the road safety evaluation method based on driving behavior.http://www.sciencedirect.com/science/article/pii/S2095756423001034Traffic engineeringReviewDriving behaviorTraffic safetyEvaluation |
| spellingShingle | Zijun Du Min Deng Nengchao Lyu Yugang Wang A review of road safety evaluation methods based on driving behavior Journal of Traffic and Transportation Engineering (English ed. Online) Traffic engineering Review Driving behavior Traffic safety Evaluation |
| title | A review of road safety evaluation methods based on driving behavior |
| title_full | A review of road safety evaluation methods based on driving behavior |
| title_fullStr | A review of road safety evaluation methods based on driving behavior |
| title_full_unstemmed | A review of road safety evaluation methods based on driving behavior |
| title_short | A review of road safety evaluation methods based on driving behavior |
| title_sort | review of road safety evaluation methods based on driving behavior |
| topic | Traffic engineering Review Driving behavior Traffic safety Evaluation |
| url | http://www.sciencedirect.com/science/article/pii/S2095756423001034 |
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