理解算法:意义,社会-法律背景和关注

Nabil Ahmad Afif, Reeta Sony A.L.
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引用次数: 0

摘要

目前,随着社会日益数字化,算法正在成为社会的核心,控制着决策过程。一个始终如一的主题是,一种无法解释的黑匣子技术已经占据了舞台,现在正在为我们、与我们一起、以及关于我们做出决定。但是,围绕公众参与科学技术决策的争论需要推进到公众和技术开发人员之间进行更直接对话的阶段。上述提到的减缓新兴技术发展的概念,主要是数字技术,因为它对人类的过度影响以及人类对它的理解。首先,通过文献调查来了解单词算法的含义和细微差别。然后,在案例分析的基础上,重点分析了算法问题,如偏见、隐私、设计、透明度和问责制。在更大的背景下,已经讨论了对工作,社会互动方式等的关注,因为这些关注是算法应用的结果。对学术文献的分析指出了词算法的多重理解的重要方面。此外,研究还强调了哲学和政治在技术中的意义及其非中立性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding the Algorithm: Meaning, Socio-Legal Context and Concerns
At present, algorithms are becoming the heart of society by taking control over the decision-making process as societies are increasingly getting digitalised. There is a consistent theme that an unaccountable, black box technology has taken over the stage and is now making decisions for us, with us, and about us. But the contention around public participation in making decisions in science and technology needs to advance to a stage where there is a more direct conversation between the public and those developing the technologies. With the above mentioned conception of moderating emerging technologies’ development, primarily digital technology due to its overreaching effects on humans and what humans interpret it to be. Firstly, the research through a literature survey is aimed to understand the meaning and nuances of the word algorithm. Then the analysis based on case study is focused on the algorithmic questions, such as bias, privacy, design, transparency, and accountability. In a larger context, concerns over jobs, ways of social interactions, etc., had been discussed, since these concerns are the result of the application of algorithms. The analysis of academic literature pointed out the vital facet of multiple understanding of the word algorithm. Further, the research also emphasizes the meaning of philosophy and politics in technology and its non-neutral nature.
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