论文标题

参与不是机器学习的设计修复

Participation is not a Design Fix for Machine Learning

论文作者

Sloane, Mona, Moss, Emanuel, Awomolo, Olaitan, Forlano, Laura

论文摘要

本文批判性地研究了现有的参与设计实践和机器学习模式。警告不要“参与洗涤”,这表明ML社区必须与社区参与的可能剥削性和提取性形式相提并论,并脱离了与上下文无关可伸缩性的特权。

This paper critically examines existing modes of participation in design practice and machine learning. Cautioning against 'participation-washing', it suggests that the ML community must become attuned to possibly exploitative and extractive forms of community involvement and shift away from the prerogatives of context-independent scalability.

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