Exploiting Twitter for Border Security-Related Intelligence Gathering

J. Piskorski, Hristo Tanev, A. Balahur
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引用次数: 10

Abstract

Nowadays, an ever-growing amount of information is being transferred through web-based social media. In particular, Twitter emerged to be an important social medium providing most up-to-date information and comments on current events and topics of any kind. This led to a continuous growth of the interest of various security-related organizations in tools for real-time monitoring of Twitter streams to collect information there from. In this paper we present some initial explorations on how to exploit Twitter for border security-related intelligence gathering. To be more precise, we present techniques for: (a) retrieving and analyzing tweets posted in third countries, in which opinions and information are provided on migration to Europe or related issues (here we experimented with sentiment analysis for improving the retrieval performance), and (b) enhancing the information extracted from online news on border security-related events in third countries with information extracted from Twitter.
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利用推特进行边境安全相关情报收集
如今,越来越多的信息通过基于网络的社交媒体传递。特别是,Twitter成为一个重要的社交媒体,提供最新的信息和对任何类型的时事和主题的评论。这导致各种安全相关组织对实时监控Twitter流并从中收集信息的工具的兴趣不断增长。在本文中,我们提出了一些关于如何利用Twitter进行边境安全相关情报收集的初步探索。更准确地说,我们提出了以下技术:(a)检索和分析在第三国发布的推文,其中提供了关于移民到欧洲或相关问题的意见和信息(在这里,我们试验了情感分析以提高检索性能),以及(b)用从Twitter中提取的信息增强从第三国边境安全相关事件的在线新闻中提取的信息。
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