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Surfacing Algorithms: An Inventive Method for Accountability

机译:Surfacing Algorithms: An Inventive Method for Accountability

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摘要

For many scholars and policy makers, the democratic demand for algorithmic transparency is a call for openness. Yet critical algorithm studies have shown that classical accountability devices, such as freedom of information, audits, or code openness have failed to make algorithms meaningfully knowable to ordinary citizens. Rather than waiting for curated and limited transparency to open so-called "hidden black boxes," I propose and illustrate in this article a method of "surfacing algorithms." This experimental method makes algorithms accountable through the (re)design of their surfaces: the forms of appearance, documentation, and tangible devices accompanying their use in everyday life. Democratic accountability is thus reconceptualized as a design problem. I demonstrate my method by showing how the reverse-engineering of the French housing tax algorithm performed by citizens during collective workshops through the scrutiny of their tax letters served to interrogate a fiscal algorithm from its surface.
机译:许多学者和政策制定者民主对算法透明度的需求呼吁开放。研究表明,经典的问责制设备,例如信息自由,审计,或者代码开放未能使算法有意义的可知的普通公民。而不是等待策划和有限的透明开放的所谓的“隐藏的黑色盒子,“我提议,在本文中说明的方法“浮出水面”算法。实验方法使算法负责通过表面的(重新)设计:形式的外观、文档和有形的在每天的生活中设备配套使用。因此,民主问责制思考是一个设计问题。证明我的方法通过展示逆向工程的法国房地产税算法由公民集体研讨会通过审查他们的税收信,询问一个财政算法从它的表面。

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  • 来源
    《Qualitative Inquiry》 |2022年第7期|798-813|共16页
  • 作者

    Loup Cellard;

  • 作者单位

    The University of Melbourne, Carlton, Victoria, Australia;

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  • 原文格式 PDF
  • 正文语种 英语
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