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Disaster management by integration of web services with geospatial data mining

机译：通过将Web服务与地理空间数据挖掘集成来进行灾难管理

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Any country has to focus on the social, economic hazards for development of the nation. In daily newspapers, we are having a look on the no. of news on road accidents due to increase in density of vehicles per roadways. The main aim of transportation is handling the mobility with safety provision. People focus on the travel time and speed. Accidents in the present era are recognized as an adverse factor and should be tackled as a disaster causing causing social, economic loss to the country worldwide. It has been estimated that over millions of persons die and half to this number are injured every single year in road accidents throughout the world. Most people are stressed out and overstrained after accidents even if no one is hurt. Consequently they may face difficulty to report the accident to the emergency personal like police and civil defence and sometimes may provide inaccurate information. So the injured person is not able to get the timely help and tardy response of relief work. Due to an inappropriate reporting of location of accidental spots, the emergency personal will get time to reach at the desired location. The disaster management system for accident, incorporate with GIS and spatial data mining, can identify the accidental spot and provide the optimal routes to reach to the desired location. Web services have used to show the routing path but this will not help to the need people who cannot reach to the facility by themselves. In our approach we will create a SMS alert system for government authorities so they can reach on the spot & also we prefer extraction of knowledge rules for further prediction and analysis of accidents by data mining. The system consists of two emergency personnel like police and ambulance facility supporting mobile environment. This can be access on any GPRS enabled mobile device. The same system can be accessed by common user as well as government authorities. The common man can access this in a user friendly GUI from - urrent location for proper help on accidental spots and this will work as an SMS alert system for government authorities. The traffic officer can enter the details of accident & this provides a data repository for extraction of hidden rules. This will support for further analysis and decision making for traffic officers. This will be helpful for the authorities involved in transportation & roadways planning.
机译：任何国家都必须关注国家发展的社会，经济危害。在日报中，我们正在查看“否”。有关由于每条道路的车辆密度增加而导致的道路交通事故的新闻。运输的主要目的是通过安全措施来处理机动性。人们专注于旅行的时间和速度。当前时代的事故被认为是不利因素，应作为造成世界范围内国家社会，经济损失的灾难来应对。据估计，每年全世界发生的道路交通事故均造成数百万人死亡，一半以上的人受伤。即使没有人受伤，大多数人在事故发生后仍会感到压力重担和过度劳累。因此，他们可能难以向警察和民防等紧急人员报告事故，有时可能会提供不准确的信息。因此，伤者无法及时获得救灾工作的帮助和迟钝的反应。由于不恰当地报告了事故地点的位置，急救人员将有时间到达所需的位置。与GIS和空间数据挖掘相结合的事故灾难管理系统可以识别事故地点，并提供到达所需位置的最佳路线。 Web服务曾经用来显示路由路径，但这对无法自行到达设施的人们的需求无济于事。在我们的方法中，我们将为政府机构创建一个SMS警报系统，以便他们可以就地到达，并且我们更喜欢提取知识规则，以便通过数据挖掘进一步预测和分析事故。该系统由两名应急人员组成，例如警察和救护车设施，为移动环境提供支持。可以在任何启用GPRS的移动设备上进行访问。普通用户和政府机构都可以访问同一系统。普通人可以在用户友好的GUI上从当前位置访问此文件，以在意外事件发生时获得适当的帮助，并且该文件将用作政府机构的SMS警报系统。交通管理人员可以输入事故的详细信息，这为提取隐藏规则提供了一个数据存储库。这将为交通管理人员的进一步分析和决策提供支持。这将对参与交通和道路规划的主管部门有所帮助。

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