Social media wields a profound influence on social and economic dynamics worldwide, people on social media began to forge a livelihood through their online presence through creative labor. This surge in social media Content Creators significantly shaped the trends and cultural landscape of the internet. While many of the social media trends we observe today can be attributed to the creative contributions of Black Content Creators, digital platforms routinely marginalize and undermine these creators through algorithmic recommendation systems that produce systemic bias against Black and Brown people. To address this problem, we conducted a content analysis to assess how algorithms specifically illicit harassment, interact, and unfairly target Black Content Creators.

翻译：社交媒体对全球社会经济动态具有深远影响，人们开始通过在线存在和创造性劳动在社交媒体上谋生。社交媒体内容创作者的激增显著塑造了互联网的趋势与文化景观。尽管我们今天观察到的许多社交媒体潮流可归因于黑人内容创作者的创造性贡献，但数字平台通过算法推荐系统系统性地边缘化和削弱这些创作者——这些系统对黑人和棕色人种产生系统性偏见。为解决这一问题，我们进行了内容分析，以评估算法如何具体诱发骚扰、互动，并对黑人内容创作者造成不公平针对。