IT中的性别偏见:破解密码

M. Correia, Ana Ferreira, H. Elías, I. Pedrosa
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引用次数: 0

摘要

在这篇文章中,我们描述了性别偏见不仅存在于我们日常生活中的使用中,而且存在于对技术产生影响的机器学习中。为了扭转性别偏见,团队必须具有性别多样性,并且不能认为算法有偏见。在这篇研究论文中,我们对文章、报告和网站进行了系统的文献综述,以了解性别不平等的相关概念,以及社会如何与性别不平等作斗争。对关键词的初步选择是本文的核心。随后,对包含这些概念范围内的信息的信息源进行了选择。研究显示,在给予男性和女性在信息技术职位上的平等机会方面取得了进展。虽然数据显示,与男性相比,女性在数字领域的比例非常低,但人们做出了承诺,并鼓励未来“为女性”和男性服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Gender bias in IT: Cracking the code
In this article, we describe how gender bias is present not only in the use used in our daily lives, but also in machine learning, which has an impact on technologies. To reverse the gender bias, teams must have gender diversity, and algorithms cannot be considered biased. To this research paper, we run a systematic literature review of articles, reports and websites, to understand the associated concepts of gender inequality, and how society is fighting gender inequality. An initial selection of keywords was made to be the core of this article. Subsequently, the selection of information sources that contained information within the scope of these concepts was carried out. Research shows that progress has been made in giving men and women equal opportunities in IT roles. Although data points to a very low percentage of women in digital when compared to men there are commitments made and incentives for it to "be for women" as well as for men in the future.
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