An Exploration of Intersectionality in Software Development and Use

IF 2 Q3 MANAGEMENT Equality Diversity and Inclusion Pub Date : 2022-05-01 DOI:10.1145/3524501.3527605
Hana Winchester, Alicia E. Boyd, Brittany Johnson
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引用次数: 3

Abstract

The growing ubiquity of machine learning technologies has led to concern and concentrated efforts at improving data-centric research and practice. While much work has been done on addressing equity concerns with respect to unary identities (e.g, race or gender), little to no work in Software Engineering has studied intersectionality to determine how we can provide equitable outcomes for complex, overlapping social identities in data-driven tech. To this end, we designed a survey to learn the landscape of intersectional identities in tech, where these populations contribute data, and how marginalized populations feel about the impact technology has on their day to day lives. Our data thus far, collected from 12 respondents and composed mostly of white and male identities, further highlights the lack of representation in modern data sets and need for contributions that explicitly explore how to support data-driven research and development. ACM Reference Format: Hana Winchester, Alicia E. Boyd, and Brittany Johnson. 2022. An Exploration of Intersectionality in Software Development and Use. In Third Workshop on Gender Equality, Diversity, and Inclusion in Software Engineering (GE@ICSE’22), May 20, 2022, Pittsburgh, PA, USA. ACM, New York, NY, USA, 4 pages. https://doi.org/10.1145/3524501.3527605
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软件开发与使用中的交叉性探讨
机器学习技术的日益普及引起了人们的关注,并集中精力改进以数据为中心的研究和实践。虽然在解决一元身份(例如,种族或性别)方面的公平问题方面已经做了很多工作,但在软件工程方面几乎没有研究交叉性,以确定我们如何为数据驱动的技术中复杂、重叠的社会身份提供公平的结果。为此,我们设计了一项调查,以了解技术中交叉性身份的景观,这些人群提供数据。以及边缘化人群如何看待技术对他们日常生活的影响。到目前为止,我们从12名受访者中收集的数据主要由白人和男性身份组成,进一步强调了现代数据集中缺乏代表性,需要明确探索如何支持数据驱动的研究和开发。ACM参考格式:哈娜温彻斯特,艾丽西亚E.博伊德和布列塔尼约翰逊。2022。软件开发与使用中的交叉性探讨。在性别平等,多样性和包容性软件工程(GE@ICSE ' 22)的第三次研讨会,2022年5月20日,匹兹堡,宾夕法尼亚州,美国。ACM,纽约,美国,4页。https://doi.org/10.1145/3524501.3527605
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来源期刊
CiteScore
4.50
自引率
8.30%
发文量
50
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