事故多维分析及事故预防系统
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摘要
为了预防交通事故频发地段的事故发生,分析事故成因是首要任务。分析事故成因可以为预防交通事故发生制定相应的对策提供依据。然而,交通事故的发生往往是由多种因素共同导致的,并且具有一些不确定因素。本文主要介绍了一个针对交通事故的分析与安全预防系统,该系统通过利用贝叶斯网络模型对出现在各地区交通事故的基础信息、车辆、道路、驾驶人等方面数据进行多维度的统计分析,揭示了交通事故发生的规律及原因。另外,为了有效地预防交通事故的发生,本文在预测未来事故的发生方面做出了分析。
In order to prevent accidents occurring frequently in traffic accidents, it is a primary task to analyze the causes of accidents. Analyzing the causes of accidents can provide a basis for formulating corresponding countermeasures to prevent traffic accidents. However, the occurrence of traffic accidents is often caused by a variety of factors, and there are some uncertainties. This paper mainly introduces an analysis and safety prevention system for traffic accidents. The system uses Bayesian network model to analyze the data of basic information, vehicles, roads, drivers and other aspects of traffic accidents in various regions, and reveals the rules and causes of traffic accidents. In addition, in order to effectively prevent traffic accidents, this paper makes an analysis of the prediction of future accidents.
In order to prevent accidents occurring frequently in traffic accidents, it is a primary task to analyze the causes of accidents. Analyzing the causes of accidents can provide a basis for formulating corresponding countermeasures to prevent traffic accidents. However, the occurrence of traffic accidents is often caused by a variety of factors, and there are some uncertainties. This paper mainly introduces an analysis and safety prevention system for traffic accidents. The system uses Bayesian network model to analyze the data of basic information, vehicles, roads, drivers and other aspects of traffic accidents in various regions, and reveals the rules and causes of traffic accidents. In addition, in order to effectively prevent traffic accidents, this paper makes an analysis of the prediction of future accidents.
引文
[1]International Road Traffic and Accident Database(IRTAD).“Road Traffic Data”and“Accident Traffic Data”,Jun.2001
[2]李世平.道路交通安全评价.湛江港口经济文章管理中心.2002
[3]姜华林.道路交通安全.人民交通出版社,1991.3:10-11
[4]衡威威,曾诚,重特大道路交通事故的成因模型及应用分析,2016.2
[5]宋真玉,我国道路交通事故成因分析,质量与安全,2016
[6]尚威,交通事故的多维关联规则分析,计算机应用与软件,2006
[7]林震,杨浩,基于车速的交通事故贝叶斯预测,中国安全科学学报,2003,13(2),23-37.
[8]赵金宝,邓卫,王建,基于贝叶斯网络的城市道路交通事故分析,东南大学学报(自然科学版)2011,41(6)
[9]汤旭红,刘红太,蔡存强,贝叶斯网络在海上船舶碰撞研究中的应用,中国航海,2009,32(2):59.
[10]林士敏,田风占,陆玉昌,贝叶斯网络的建造及其在数据采掘中的应用.清华大学学报(自然科学版),2001,41(1);49-52.
[2]李世平.道路交通安全评价.湛江港口经济文章管理中心.2002
[3]姜华林.道路交通安全.人民交通出版社,1991.3:10-11
[4]衡威威,曾诚,重特大道路交通事故的成因模型及应用分析,2016.2
[5]宋真玉,我国道路交通事故成因分析,质量与安全,2016
[6]尚威,交通事故的多维关联规则分析,计算机应用与软件,2006
[7]林震,杨浩,基于车速的交通事故贝叶斯预测,中国安全科学学报,2003,13(2),23-37.
[8]赵金宝,邓卫,王建,基于贝叶斯网络的城市道路交通事故分析,东南大学学报(自然科学版)2011,41(6)
[9]汤旭红,刘红太,蔡存强,贝叶斯网络在海上船舶碰撞研究中的应用,中国航海,2009,32(2):59.
[10]林士敏,田风占,陆玉昌,贝叶斯网络的建造及其在数据采掘中的应用.清华大学学报(自然科学版),2001,41(1);49-52.