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Crisis analytics: big data-driven crisis response

机译:危机分析:大数据驱动危机反应

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Disasters have long been a scourge for humanity. With the advances in technology (in terms of computing, communications, and the ability to process, and analyze big data), our ability to respond to disasters is at an inflection point. There is great optimism that big data tools can be leveraged to process large amounts of crisis-related data (in the form of user generated data in addition to traditional humanitarian data) to provide an insight into the fast-changing situation and help drive an effective disaster response. This article introduces the history and the future of big crisis data analytics, along with a discussion on its promise, enabling technologies, challenges, and pitfalls.
机译:灾难长期以来一直是人类的祸害。随着技术的进步(在计算,通信和处理和分析大数据的能力方面),我们对灾害的能力处于拐点。有很大的乐观情绪,可以利用大数据工具来处理大量的危机相关数据(除了传统的人道主义数据之外,以用户生成的数据)来说能够深入了解快速变化的情况,并帮助驱动有效灾难响应。本文介绍了大危机数据分析的历史和未来,并讨论其承诺,实现技术,挑战和陷阱。

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