Let Community Rules Be Reflected in Online Content Moderation

Xin, Wangjiaxuan, Wang, Kanlun, Fu, Zhe, Zhou, Lina

arXiv.org Artificial Intelligence 

Content moderation is a typical intervention strategy for Content moderation is a widely used strategy to regulating online communities on social media prevent the dissemination of irregular information on platforms, to ensure that user-generated content social media platforms. Despite extensive research on complies with the platforms' policies and community developing automated models to support decisionmaking standards (Gillespie, 2020). in content moderation, there remains a notable With the advancement of AI technologies and the scarcity of studies that integrate the rules of online increasing workload associated with online moderation communities into content moderation. This study (Batrinca & Treleaven, 2015), online platforms are addresses this gap by proposing a community rulebased increasingly adopting machine learning and/or deep content moderation framework that directly learning-based techniques to automate content integrates community rules into the moderation of usergenerated moderation, particularly to address its scalability issue content.

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