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arXiv 2101.09869cs.CYcs.AIcs.HCcs.LG
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黑人女性主义对种族压迫的思考

Black Feminist Musings on Algorithmic Oppression

MIT(麻省理工学院)

Lelia Marie Hampton

摘要:

本文毫无歉意地反思了黑人女权主义在废除算法压迫方面可以而且应该发挥的关键作用。将算法压迫定位在女性主义科学和技术研究的更广泛领域,我借鉴了女性主义对科学和技术的哲学批评,并讨论了历史上被边缘化的人的科学压迫的历史和持续性。此外,我研究了压迫性技术中的不可见性和超可见性的概念,以及典型的双重束缚。此外,我还讨论了呼吁多样性作为算法暴力的解决方案意味着什么,我批评了公平,问责制和透明度社区的辩证法。最后,我邀请你们设想和想象通过废除压迫性系统和改变算法开发实践来废除算法压迫的斗争,包括让我们的社区参与科学过程,将边缘化社区集中在设计中,以及共识数据和算法实践。

英文摘要:

This paper unapologetically reflects on the critical role that Black feminism can and should play in abolishing algorithmic oppression. Positioning algorithmic oppression in the broader field of feminist science and technology studies, I draw upon feminist philosophical critiques of science and technology and discuss histories and continuities of scientific oppression against historically marginalized people. Moreover, I examine the concepts of invisibility and hypervisibility in oppressive technologies a lá the canonical double bind. Furthermore, I discuss what it means to call for diversity as a solution to algorithmic violence, and I critique dialectics of the fairness, accountability, and transparency community. I end by inviting you to envision and imagine the struggle to abolish algorithmic oppression by abolishing oppressive systems and shifting algorithmic development practices, including engaging our communities in scientific processes, centering marginalized communities in design, and consensual data and algorithmic practices.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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