DETECTION OF HATE SPEECH IN SOCIAL NETWORKS: A SURVEY ON MULTILINGUAL CORPUS

A. Al-Hassan, Hmood Al-Dossari
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引用次数: 108

Abstract

In social media platforms, hate speech can be a reason of “cyber conflict” which can affect social life in both of individual-level and country-level. Hateful and antagonistic content propagated via social networks has the potential to cause harm and suffering on an individual basis and lead to social tension and disorder beyond cyber space. However, social networks cannot control all the content that users post. For this reason, there is a demand for automatic detection of hate speech. This demand particularly raises when the content is written in complex languages (e.g. Arabic). Arabic text is known with its challenges, complexity and scarcity of its resources. This paper will present a background on hate speech and its related detection approaches. In addition, the recent contributions on hate speech and its related anti-social behaviour topics will be reviewed. Finally, challenges and recommendations for the Arabic hate speech detection problem will be presented.
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社交网络中仇恨言论的检测:多语言语料库研究
在社交媒体平台上,仇恨言论可以成为“网络冲突”的原因,可以影响个人和国家层面的社会生活。通过社交网络传播的仇恨和敌对内容有可能对个人造成伤害和痛苦,并导致网络空间之外的社会紧张和混乱。然而,社交网络无法控制用户发布的所有内容。出于这个原因,人们需要对仇恨言论进行自动检测。当内容是用复杂的语言(例如阿拉伯语)编写时,这种需求尤其突出。阿拉伯语文本以其挑战性、复杂性和资源的稀缺性而闻名。本文将介绍仇恨言论的背景及其相关的检测方法。此外,将对仇恨言论及其相关反社会行为主题的最新贡献进行审查。最后,将提出阿拉伯仇恨言论检测问题的挑战和建议。
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