论文标题
使用数据挖掘用于城市的基础设施和安全违规发现
Using Data Mining for Infrastructure and Safety Violations Discovery in Cities
论文作者
论文摘要
在城市规划和维护中，快速识别违反基础设施的措施（例如失踪或放错消防栓）对于维持安全的城市至关重要；它甚至可以挽救生命。在这项工作中，我们旨在对此类违规行为进行分析，并展示以数据驱动方法快速定位和解决这些方法的潜力。我们根据比尔郡市公共消防栓，炸弹庇护所和其他公共设施的公共记录的数据进行了一项分析研究。我们的分析结果与交互式探索工具一起呈现，该工具可以轻松探索和识别城市周围不同设施的vilote法规。
In city planning and maintenance, the abilty to quickly identify infrastructure violations - such as missing or misplaced fire hydrants - can be crucial for maintaining a safe city; it can even save lives. In this work, we aim to provide an analysis of such violations, and to demonstrate the potential of data-driven approaches for quickly locating and addressing them. We conduct an analytical study based upon data from the city of Beer-Sheva's public records of fire hydrants, bomb shelters, and other public facilities. The result of our analysis are presented along with an interactive exploration tool, which allows for easy exploration and identification of different facilities around the city that viloate regulations.
