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Application of Spatial Data Mining in Accident Analysis System

机译:空间数据挖掘在事故分析系统中的应用

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摘要

Traffic accidents cause enormous losses for our country and plenty of national assets drain away every year, and therefore the task of traffic management is weightier than Mount Tai, but the complexity of traffic accident analysis has brought many difficulties to traffic management and decision-making. A three-layer analysis system based on spatial data mining of GIS is proposed in this paper, this three-layer architecture displays the whole process of accident data extracting, preprocessing and mining and it applies spatial data mining to GIS, which will certainly further expand the width and depth of GIS application field. Finally, this paper introduces the method of developing traffic accident analysis system by using ArcGIS Engine and C#.NET and gives the class realization of system main functions.
机译:交通事故给我国造成巨大损失,每年消耗大量国家资产,因此交通管理的任务比泰山重,但是交通事故分析的复杂性给交通管理和决策带来了许多困难。本文提出了一种基于GIS空间数据挖掘的三层分析系统,该三层体系结构展示了事故数据提取,预处理和挖掘的全过程,并将空间数据挖掘应用于GIS,必将进一步扩展GIS应用领域的宽度和深度。最后,介绍了使用ArcGIS Engine和C#.NET开发交通事故分析系统的方法,并给出了系统主要功能的类实现。

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