Research on Road Traffic Safety Evaluation Based on Improved TOPSIS by Factor Analysis

被引：0
|
作者：
Cheng Lingxi [1 ,2 ]
Liu Dan [1 ,2 ]
Tang Zhihua [1 ,2 ]
Lv Wei [1 ,2 ]
机构：
[1] Wuhan Univ Technol, China Res Ctr Emergency Management, Wuhan 430070, Hubei, Peoples R China
[2] Hubei Collaborat Innovat Ctr Early Warning & Emer, Wuhan 430074, Hubei, Peoples R China
来源：
PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON INNOVATION AND MANAGEMENT, VOLS I & II | 2017年
关键词：
Road traffic safety; Factor analysis; TOPSIS; Evaluation;
D O I：
暂无
中图分类号：
C93 [管理学];
学科分类号：
12 ; 1201 ; 1202 ; 120202 ;
摘要：
In view of the complexity of road traffic safety and in order to improve road traffic safety effectively, an improved TOPSIS comprehensive evaluation model of road traffic safety based on Factor Analysis is established from five dimensions of "Man-Vehicle-Road-Environment-Management", and the weight of each evaluation index is objectively determined. Finally, this method was applied to statistical data of road traffic accidents in 26 regions from 2014 to 2016 for case study. The results show that this method is suitable for comprehensive evaluation of road traffic safety on the macro perspective under mass data, and main factors influencing road traffic safety can be extracted.
引用
收藏
页码：916 / 920
页数：5
相关论文
共 50 条
  • [1] Improved hierarchical fuzzy TOPSIS for road safety performance evaluation
    Bao, Qiong
    Ruan, Da
    Shen, Yongjun
    Hermans, Elke
    Janssens, Davy
    KNOWLEDGE-BASED SYSTEMS, 2012, 32 : 84 - 90
  • [2] Study on Road Traffic Safety Evaluation Based on Improved Bayes Model
    Li, Yaoping
    Li, Jianlin
    Li, Bin
    Hu, Liwei
    ADVANCED TRANSPORTATION, PTS 1 AND 2, 2011, 97-98 : 489 - +
  • [3] Research on construction and application of an evaluation system for regional road traffic safety
    Cao, Bing-ru
    Cao, Hui-Hui
    Liu, Yong
    GREY SYSTEMS-THEORY AND APPLICATION, 2018, 8 (04) : 527 - 538
  • [4] Research on the Evaluation Model of Financial Governance Based on Improved TOPSIS
    Liu Yanwen
    Dai Minxia
    PROCEEDINGS OF THE 2ND (2010) INTERNATIONAL CONFERENCE ON FINANCIAL RISK AND CORPORATE FINANCE MANAGEMENT, 2010, : 271 - 275
  • [5] The road traffic safety risk projection based on improved random forest
    Gong B.B.
    Advances in Transportation Studies, 2022, 2 (Special Issue): : 133 - 144
  • [6] Fuzzy Evaluation Approach of Road Traffic Safety Based on AHP
    Shi, Huawang
    2009 INTERNATIONAL CONFERENCE ON FUTURE BIOMEDICAL INFORMATION ENGINEERING (FBIE 2009), 2009, : 394 - 397
  • [7] City Competitiveness Research Of Henan Based On Entropy Topsis And Factor Analysis
    Liang, Zhao
    PROCEEDINGS OF 2013 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES (GSIS), 2013, : 312 - 315
  • [8] Traffic Safety Evaluation of Urban Road Intersection Based on Grey Clustering
    Yu Jingfei
    Wang Li
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT INNOVATION, 2015, 28 : 435 - 439
  • [9] Early warning system research based on recognizing the constraint in road traffic safety
    Shi Li-ping
    Proceedings of 2007 International Conference on Management Science & Engineering (14th) Vols 1-3, 2007, : 2277 - 2283
  • [10] Research on Retrofit and Evaluation of Smart Grid Equipment Based on Improved TOPSIS Method
    Li Xun
    Liu Shungui
    Huang Ronghui
    Ai Jingwen
    An Yunzhu
    Chen Ping
    Xin Zhengxiang
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 3937 - 3942
12345