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Scalable Interactive Geo Visualization Platform for GIS Data Analysis

机译:可扩展的交互式地理可视化平台,用于GIS数据分析

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摘要

Visualization of geographic data finds enormous applications in location finding, disaster management, resource allocation, mobility pattern detection etc. In this Big Data era, location information is embedded in most of the available data. While many general purpose visualization tools available today fail to scale when handling big data and also lack visually appealing output, this paper aims to design and implement a web based application that offers Geographic visualization platform for users to create and publish interactive geographic maps based on large static as well as streaming geo datasets. The application is capable of integrating, analyzing and visualizing Big Data from a Geographic Information Systems (GIS) perspective and here the application is tested with urban data sets and twitter streaming data to perform visualization and data driven analysis of mobility patterns and social networking activity. The application can be deployed in the cloud and can be accessed by any browser on any smart device.
机译:地理数据的可视化在位置查找,灾难管理,资源分配,移动性模式检测等方面发现了巨大的应用。在这个大数据时代,位置信息被嵌入到大多数可用数据中。尽管当今可用的许多通用可视化工具在处理大数据时无法缩放,并且缺乏视觉上吸引人的输出,但本文旨在设计和实现基于Web的应用程序,该应用程序为用户提供了地理可视化平台,以基于大数据创建和发布交互式地理地图。静态以及流式地理数据集。该应用程序能够从地理信息系统(GIS)角度集成,分析和可视化大数据,在这里,该应用程序已通过城市数据集和Twitter流数据进行了测试,以进行可视化和数据驱动的移动性模式和社交活动分析。该应用程序可以部署在云中,并且可以由任何智能设备上的任何浏览器访问。

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