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基于PGIS建立道路交通事故数据库的思考 被引量:1
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作者 唐洪 《湖北警官学院学报》 2012年第2期46-47,共2页
警用地理信息系统(PGIS)是公安部正在建设的"金盾工程"的主要任务之一。它的开发和应用,弥补了当前公安机关常规信息化应用系统中分析数据的局限性,将传统的数据库带入可视化空间中。道路交通事故数据是进行道路交通安全研究... 警用地理信息系统(PGIS)是公安部正在建设的"金盾工程"的主要任务之一。它的开发和应用,弥补了当前公安机关常规信息化应用系统中分析数据的局限性,将传统的数据库带入可视化空间中。道路交通事故数据是进行道路交通安全研究必不可少的基础信息,它和事故发生地的地理位置密切相关。因此,在PGIS基础上建立道路交通事故数据库,并实行全社会信息共享,将极大地推进我国道路交通安全研究,提升道路交通管理水平,改进道路交通安全现状。 展开更多
关键词 警用地理信息系统 道路交通事故数据 道路交通安全
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道路交通事故数据库的研究 被引量:10
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作者 张兰芳 方守恩 《中国公路学报》 EI CAS CSCD 北大核心 2001年第z1期97-100,共5页
通过对道路交通事故数据库的系统分析 ,详细论述了道路交通事故数据的采集技术 ,对包括道路环境数据、交通事故数据等不同内容的基本数据进行了合理的组织 ,并且为文本、数字、时间、图形、图像等各种类型的数据提供了有效的存贮方式 ,... 通过对道路交通事故数据库的系统分析 ,详细论述了道路交通事故数据的采集技术 ,对包括道路环境数据、交通事故数据等不同内容的基本数据进行了合理的组织 ,并且为文本、数字、时间、图形、图像等各种类型的数据提供了有效的存贮方式 ,提出了道路交通事故数据库的数据结构和实现方法。 展开更多
关键词 道路交通事故数据 道路信息 交通事故信息
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交通事故数据的收集与分析
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作者 陈国平 吴宝龙 吴建平 《交通与运输》 1997年第1期19-21,共3页
1.概述 在当今交通高速发展的新形势下,上海的交通运输流量成倍增长,机动车每年净增5万辆;除了本市1300万市民外,流动人口已超过350万,参与经济交往运输的外省市来沪机动车辆,更是大量拥入进出频繁,致使上海道路的交通压力与日俱增。由... 1.概述 在当今交通高速发展的新形势下,上海的交通运输流量成倍增长,机动车每年净增5万辆;除了本市1300万市民外,流动人口已超过350万,参与经济交往运输的外省市来沪机动车辆,更是大量拥入进出频繁,致使上海道路的交通压力与日俱增。由于部分道路交通活动参与者(机动车、非机动车、行人)的交通法制意识相当淡薄,匮乏遵守交通法规的自觉性,导致交通事故频频发生,居高不下。在如此严峻与紧迫的交通管理形势下,如何科学地组织和指挥交通。 展开更多
关键词 道路交通事故数据 收集与分析 道路交通管理 上半年度 机动车驾驶员 非机动车 数据采集 交通运输流量 死亡人数 道路交通安全
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面向高级车辆事故自动呼救系统的伤情预测 被引量:2
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作者 陆颖 刘裕发 +1 位作者 束瑜 季小洁 《河北科技大学学报》 CAS 北大核心 2021年第4期327-333,共7页
为提高高级车辆事故自动呼救(advanced automatic crash notification,AACN)系统的救援效率,提出了一种驾驶员伤情预测算法,基于算法进行了AACN系统终端的总体设计。首先,选取驾驶员年龄、性别、是否佩戴安全带、速度变化量、事故碰撞... 为提高高级车辆事故自动呼救(advanced automatic crash notification,AACN)系统的救援效率,提出了一种驾驶员伤情预测算法,基于算法进行了AACN系统终端的总体设计。首先,选取驾驶员年龄、性别、是否佩戴安全带、速度变化量、事故碰撞方向以及驾驶员侧安全气囊是否打开作为驾驶员伤情的影响因素;其次,对交通事故数据进行分析并构建Logistic回归模型,使用Hosmer-Lemeshow测试表对模型进行验证,通过敏感性分析获得最佳触发阈值;再次,对AACN系统终端进行设计;最后,通过实际案例检验伤情预测算法的准确性和AACN系统终端的有效性。结果表明,所提出的驾驶员伤情预测算法和AACN系统的准确性较高,能够有效预测驾驶员伤情,有助于救援中心制定积极有效的救援方案。研究结果可用于解决现有的集中式AACN系统呼叫效率不高且准确性受人为因素影响较大的问题,为分散式AACN系统中驾驶员伤情预测算法的设计提供参考。 展开更多
关键词 公路运输其他学科 道路事故数据 LOGISTIC回归模型 驾驶员伤情预测模型 高级车辆事故自动呼救系统
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朴素贝叶斯模型在驾驶员伤情预测中的应用 被引量:1
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作者 陆颖 殷越洲 谢君平 《机械设计与制造》 北大核心 2020年第1期181-184,共4页
先进车辆事故自动呼救(Advanced Automatic Crash Notification,AACN)系统能在车辆发生碰撞事故时及时对驾驶员的受伤情况进行预测,有助于呼救中心做出早期判断并制定更加积极有效的救援方案。首先,选取速度变化量、碰撞方向、驾驶员年... 先进车辆事故自动呼救(Advanced Automatic Crash Notification,AACN)系统能在车辆发生碰撞事故时及时对驾驶员的受伤情况进行预测,有助于呼救中心做出早期判断并制定更加积极有效的救援方案。首先,选取速度变化量、碰撞方向、驾驶员年龄、驾驶员是否系安全带、驾驶员侧安全气囊是否打开、驾驶员性别作为造成驾驶员伤情的影响因素,利用道路事故数据分析构建贝叶斯网络模型;其次对现有数据进行离散分类处理,然后建立驾驶员伤情预测的算法;最后通过事故数据进行仿真并对所提出的算法的有效性进行验证。结果表明,所建立的驾驶员伤情预测算法的预测准确率较高,可应用于AACN系统向呼救中心传递事故信息。 展开更多
关键词 先进车辆事故自动呼救系统 朴素贝叶斯模型 道路事故数据 驾驶员伤情预测算法
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Spinal fractures resulting from traumatic injuries 被引量:7
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作者 Heidari Pedram Zarei Mohammad Reza +2 位作者 Rasouli Mohammad Reza Alexander R Vaccaro Rahimi-Movaghar Vafa 《Chinese Journal of Traumatology》 CAS 2010年第1期3-9,共7页
Objective: To illustrate mechanisms of spine fractures and the pattern of spinal injuries characterized by the major mechanisms in urban population of Iran. Methods: Data regarding spinal injuries including demogra... Objective: To illustrate mechanisms of spine fractures and the pattern of spinal injuries characterized by the major mechanisms in urban population of Iran. Methods: Data regarding spinal injuries including demographics, mechanism and level of spinal injury, abbreviated injury score, associated injuries and final fate of the patients were extracted from the Iranian national trauma registry database from 1999 to 2004. Results: A total of 619 patients with traumatic spine fractures were identified, of whom 68.5% were males. The peak frequency of these injuries occurred in the 21-40 year age-group. Accidental falls and road traffic crashes (RTCs) were the most common mechanisms of spinal fractures (47.2% and 44.1%, respectively). RTCs tended to occur in younger patients compared with accidental falls. The most common spinal region for spinal fracture was the lumbar spine (53.63%). Cervical spine fractures were significantly more common in RTCs, while lumbar spine fractures were more common in accidental falls (P〈0.001). A total of 171 (27.6%)patients had associated non-spinal injuries, of whom 127 had associated extremity injuries, and 55 had head injuries. Thirty-six (5.6%) patients had spinal cord injury (SCI).The injury severity score of the RTC group was significantly higher than that of accidental falls (P=-0.002). Fifteen (4%) patients died of traumatic injuries. The rate of death was significantly higher in RTCs compared with accidental falls (5.1% vs 2.1%, P=0.039). Conclusions: The patterns of spinal fractures are similar to those reported from developed countries. RTCs tend to affect the younger age population and are associated with a higher degree of associated injuries and mortality than accidental falls. Therefore preventive strategies should be based on reduction of the number and severity of RTCs. 展开更多
关键词 Accidents traffic Accidental faUs Spinal fractures Wounds and injuries Cross-sectional studies Retrospective studies
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A systematic review of the effect of various interventions on reducing fatigue and sleepiness while driving 被引量:6
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作者 Seyed Saeed Hashemi Nazari Ali Moradi Khaled Rahmani 《Chinese Journal of Traumatology》 CAS CSCD 2017年第5期249-258,共10页
Purpose: To identify and appraise the published studies assessing interventions accounting for reducing fatigue and sleepiness while driving. Methods: This systematic review searched the following electronic databa... Purpose: To identify and appraise the published studies assessing interventions accounting for reducing fatigue and sleepiness while driving. Methods: This systematic review searched the following electronic databases: Medline, Science direct, Scopus, EMBASE, PsyclNFO, Transport Database, Cochrane, BIOSIS, ISI Web of Knowledge, specialist road injuries journals and the Australian Transport and Road Index database. Additional searches included websites of relevant organizations, reference lists of included studies, and issues of major injury journals published within the past 15 years. Studies were included if they investigated interventions/exposures accounting for reducing fatigue and sleepiness as the outcome, measured any potential interventions for mitigation of sleepiness and were written in English. Meta-analysis was not attempted because of the heterogeneity of the included studies. Results: Of 63 studies identified, 18 met the inclusion criteria. Based on results of our review, many interventions in the world have been used to reduce drowsiness while driving such as behavioral (talking to passengers, face washing, listening to the radio, no alcohol use, limiting the driving behavior at the time of 12 p.m. - 6 a.m. etc), educational interventions and also changes in the environment (such as rumble strips, chevrons, variable message signs, etc). Meta-analysis on the effect of all these in- terventions was impossible due to the high heterogeneity in methodology, effect size and interventions reported in the assessed studies. Conclusion: Results of present review showed various interventions in different parts of the world have been used to decrease drowsy driving. Although these interventions can be used in countries with high incidence of road traffic accidents, precise effect of each intervention is still unknown. Further studies are required for comparison of the efficiency of each intervention and localization of each intervention ac- cording to the traffic pattems of each country. 展开更多
关键词 Drowsy driving Fatigued driving Intervention Systematic review
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