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Older drivers and accidents: A meta analysis and data mining application on traffic accident data

机译:较老的驾驶员和事故:交通事故数据的元分析和数据挖掘应用程序

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摘要

Teenage driving and associated accidents have been thoroughly studied, With the graying of our population in the United States, a focus on senior drivers and related accidents is needed. Unfortunately, there is not one comprehensive study that reviews the major existing studies conducted on senior drivers and accidents. In examining the literature, it also appears that data mining has rarely been applied in studying relationships between senior driver characteristics and accidents. This paper addresses these two needs by providing a meta-analysis of the existing literature on senior drivers and showing how data mining techniques could be used in this application.
机译:青少年驾驶和相关事故已得到深入研究,随着美国人口的老龄化,需要重点关注高级驾驶员和相关事故。不幸的是,没有一项全面的研究可以回顾有关高级驾驶员和事故的现有主要研究。在研究文献时,似乎还很少将数据挖掘应用于研究高级驾驶员特征与事故之间的关系。本文通过对有关高级驱动程序的现有文献进行荟萃分析,并说明如何在此应用程序中使用数据挖掘技术,从而满足了这两个需求。

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