算法世界中的关怀:设计人员和开发人员在构建人工智能算法以打击假新闻时的伦理观点。

IF 2.7 2区 哲学 Q1 ENGINEERING, MULTIDISCIPLINARY
Galit Wellner, Dmytro Mykhailov
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引用次数: 0

摘要

本文提出了一些设计原则,旨在帮助开发道德算法,例如打击假新闻的任务。尽管已经提出了许多算法解决方案,但假新闻仍然是一个邪恶的社会技术问题,不仅需要工程学考虑,还需要伦理考虑。我们建议采用护理伦理的见解,同时保持其投机立场,询问如果它们产生护理并打击假新闻,算法和设计过程将有何不同。在回顾了护理伦理的主要特征和护理阶段之后,我们提供了四个算法设计原则。第一个原则强调了软件设计师需要制定一项应对假新闻的策略。第二条原则要求各利益相关者参与设计过程,以增加成功打击假新闻的机会。第三条原则建议允许终端用户举报假新闻。最后,最后一个原则建议让最终用户了解对可疑新闻项目的处理。将这些原则作为护理实践来实施,可以使发展过程更加以道德为导向,并提高打击假新闻的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Caring in an Algorithmic World: Ethical Perspectives for Designers and Developers in Building AI Algorithms to Fight Fake News.

This article suggests several design principles intended to assist in the development of ethical algorithms exemplified by the task of fighting fake news. Although numerous algorithmic solutions have been proposed, fake news still remains a wicked socio-technical problem that begs not only engineering but also ethical considerations. We suggest employing insights from ethics of care while maintaining its speculative stance to ask how algorithms and design processes would be different if they generated care and fight fake news. After reviewing the major characteristics of ethics of care and the phases of care, we offer four algorithmic design principles. The first principle highlights the need to develop a strategy to deal with fake news on the part of the software designers. The second principle calls for the involvement of various stakeholders in the design processes in order to increase the chances of successfully fighting fake news. The third principle suggests allowing end-users to report on fake news. Finally, the last principle proposes keeping the end-user updated on the treatment in the suspected news items. Implementing these principles as care practices can render the developmental process more ethically oriented as well as improve the ability to fight fake news.

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来源期刊
Science and Engineering Ethics
Science and Engineering Ethics 综合性期刊-工程:综合
CiteScore
10.70
自引率
5.40%
发文量
54
审稿时长
>12 weeks
期刊介绍: Science and Engineering Ethics is an international multidisciplinary journal dedicated to exploring ethical issues associated with science and engineering, covering professional education, research and practice as well as the effects of technological innovations and research findings on society. While the focus of this journal is on science and engineering, contributions from a broad range of disciplines, including social sciences and humanities, are welcomed. Areas of interest include, but are not limited to, ethics of new and emerging technologies, research ethics, computer ethics, energy ethics, animals and human subjects ethics, ethics education in science and engineering, ethics in design, biomedical ethics, values in technology and innovation. We welcome contributions that deal with these issues from an international perspective, particularly from countries that are underrepresented in these discussions.
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