使用文本注释工具处理网络安全新闻综述

M. S. Abdullah, A. Zainal, M. A. Maarof, Mohamad Nizam Kassim
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引用次数: 0

摘要

网络攻击已经成为我们日常生活中主要关注的问题之一,并在在线新闻网站上得到报道。由于成千上万的新闻文章存在,很难遍历所有的新闻,导致分析过程较慢。因此,需要一种重要的文本挖掘组件,即信息抽取(Information Extraction, IE),以简化广泛收集的网络安全新闻的知识发现过程。为了使IE过程更好、更容易,使用诸如GATE之类的工具可以提供很多帮助,特别是在创建带注释的语料库时。在本文中,我们将介绍和回顾几种免费提供的注释工具,并讨论为网络安全文本文档创建注释语料库所需的步骤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using Text Annotation Tool on Cyber Security News — A Review
Cyber-attack has become one of the main concern in our everyday life and being reported throughout online news website. As thousands of news article existed, it is difficult to go through all the news which lead to a slower analyzing process. Hence, a vital text mining component known as Information Extraction (IE) is needed in order to ease the knowledge discovery process for the wide collection of the cyber security news. To make IE process better and easier, the usage of tool such as General Architecture for Text Engineering (GATE) can help a lot especially in creating annotated corpus. In this paper, we will introduce and reviewing several annotation tools that are freely available and also to discuss steps needed to create an annotated corpus for the cyber security text documents.
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