覆盖建议
A Mulching Proposal
摘要:
算法系统的伦理含义已经在HCI和更广泛的技术设计,开发和政策感兴趣的社区中进行了大量讨论。在本文中,我们探讨了一个突出的道德框架的应用-公平,问责制和透明度-一个拟议的算法,解决围绕粮食安全和人口老龄化的各种社会问题。通过使用各种标准化形式的算法审计和评估,我们大大提高了算法对FAT框架的遵守程度,从而形成了一个更加道德和有益的系统。我们讨论了这可能如何作为其他研究人员或从业者的指南,以确保在他们的工作中从算法系统中获得更好的道德结果。
英文摘要:
he ethical implications of algorithmic systems have been much discussed in both HCI and the broader community of those interested in technology design, development and policy. In this paper, we explore the application of one prominent ethical framework - Fairness, Accountability, and Transparency - to a proposed algorithm that resolves various societal issues around food security and population ageing. Using various standardised forms of algorithmic audit and evaluation, we drastically increase the algorithm's adherence to the FAT framework, resulting in a more ethical and beneficent system. We discuss how this might serve as a guide to other researchers or practitioners looking to ensure better ethical outcomes from algorithmic systems in their line of work.
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。