在危机管理中使用社会媒体:管理信息差距的SOTERIA融合中心

C. Laudy, Fabio Ruini, A. Zanasi, Marcin Przybyszewski, A. Stachowicz
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引用次数: 9

摘要

随着移动设备和社交媒体平台的发展,最近有必要在危机和紧急情况下监测后者。矛盾的是,通过这些新来源获得的大量信息可能会导致公共安全组织操作员意识中的信息缺口。我们描述了一些特定类型的信息缺口,首先是由于不精确或不可靠的信息,其次是由于信息过载。然后,我们提出了一套工具,旨在减少这些信息差距,并支持危机和应急管理期间社交媒体生成的信息中的人工操作员。第一个工具旨在根据消息内容对推文进行地理定位。第二个工具提供多语言消息的情感分析和聚类,第三个工具提供语义信息融合和假设评估的手段,依赖于报道事件的tweet的内容和元数据。
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Using social media in crisis management: SOTERIA fusion center for managing information gaps
The development of mobile devices as well as social media platforms recently lead to the necessity of monitoring the latter during crisis and emergency situations. Paradoxically, the huge amount of information available through these new sources may lead to information gaps, within the Public Safety Organization operators' awareness. We describe some specific types of information gaps due first to imprecise or unreliable information and second to information overload. We then propose a set of tools aiming at reducing these information gaps and supporting the human operators in the social media generated information during crisis and emergency management. The first tool aims at geolocalising tweets relying on the content of the messages. The second tool provides sentiment analysis and clustering of multi-lingual messages and the third tool provides means for semantic information fusion and hypothesis evaluation relying on the contents and metadata of the tweets reporting about an event.
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