Human-Centered Safety Analysis of Prospective Road Designs

被引:26
作者
Gregoriades, Andreas [1 ,2 ]
Sutcliffe, Alistair [3 ]
Papageorgiou, George [4 ]
Louvieris, Panos [5 ]
机构
[1] European Univ Cyprus, Dept Comp Sci & Engn, CY-1516 Nicosia, Cyprus
[2] Univ Surrey, Guildford GU2 7XH, Surrey, England
[3] Univ Manchester, Manchester Business Sch, Manchester M15 6PB, Lancs, England
[4] Univ Cyprus, Dept Comp Sci, CY-1678 Nicosia, Cyprus
[5] Univ Surrey, Sch Management, Operat Management & Management Informat Syst Grp, Guildford GU2 7XH, Surrey, England
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS | 2010年 / 40卷 / 02期
关键词
Agent-based simulation; Bayesian belief networks (BBNs); human factors; road safety; PREDICTION MODEL; PERFORMANCE; ACCIDENTS;
D O I
10.1109/TSMCA.2009.2037011
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
One of the most important issues in road safety management is the lack of reliable methods for predicting the likelihood of accidents. Road safety assessment systems have been developed; however, these systems only employ historical or retrospective analyses, and the human factor element is weak or missing. Effective safety management requires both holistic and prospective viewpoints, with human factors having an intrinsic role. The main goal of this paper is to contribute toward that need through the application of Bayesian belief networks and road traffic simulation for validating the safety requirements of prospective road designs. The theoretical platform of the method is the concepts of human performance and mental workload and how these affect accident likelihood. This paper presents a novel method and a tool that integrates these two mature technologies, for assessing the safety performance of road designs before they are developed. A case study is included that illustrates the application of the method and tool.
引用
收藏
页码:236 / 250
页数:15
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