偏见切割:走向算法系统的技术

D. Rosner
{"title":"偏见切割:走向算法系统的技术","authors":"D. Rosner","doi":"10.28968/cftt.v8i2.37867","DOIUrl":null,"url":null,"abstract":"This essay explores a material engagement with discourses of bias. At a time when the developers of algorithmic systems are exploring concepts of bias like never before, textile bias (or the skew of woven material) offers an alternative view into the scripts of computational engagement. To probe this potential, this essay engages a range of feminist and anti-racist interventions in performance arts, critical archival studies, and my own pedagogical collaborations. With these experiments, I ask, how might material bias inform ongoing analysis of cultural bias within machine learning systems? The experiments reveal interwoven dynamics of power, labor, and historicity with particular attention to complicity and change. Through angular encounters with bias, I explore the development of an emerging technopoetics of algorithmic systems.","PeriodicalId":316008,"journal":{"name":"Catalyst: Feminism, Theory, Technoscience","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Bias Cut: Toward a Technopoetics of Algorithmic Systems\",\"authors\":\"D. Rosner\",\"doi\":\"10.28968/cftt.v8i2.37867\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This essay explores a material engagement with discourses of bias. At a time when the developers of algorithmic systems are exploring concepts of bias like never before, textile bias (or the skew of woven material) offers an alternative view into the scripts of computational engagement. To probe this potential, this essay engages a range of feminist and anti-racist interventions in performance arts, critical archival studies, and my own pedagogical collaborations. With these experiments, I ask, how might material bias inform ongoing analysis of cultural bias within machine learning systems? The experiments reveal interwoven dynamics of power, labor, and historicity with particular attention to complicity and change. Through angular encounters with bias, I explore the development of an emerging technopoetics of algorithmic systems.\",\"PeriodicalId\":316008,\"journal\":{\"name\":\"Catalyst: Feminism, Theory, Technoscience\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Catalyst: Feminism, Theory, Technoscience\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.28968/cftt.v8i2.37867\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Catalyst: Feminism, Theory, Technoscience","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.28968/cftt.v8i2.37867","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

这篇文章探讨了与偏见话语的实质性接触。当算法系统的开发人员前所未有地探索偏见的概念时,纺织品偏见(或编织材料的倾斜)为计算参与的脚本提供了另一种观点。为了探索这种潜力,本文涉及了一系列女权主义和反种族主义干预行为艺术,批判性档案研究,以及我自己的教学合作。通过这些实验,我问,物质偏见如何影响机器学习系统中正在进行的文化偏见分析?这些实验揭示了权力、劳动和历史性相互交织的动态,特别关注共谋和变化。通过与偏见的角度接触,我探索了算法系统的新兴技术的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
The Bias Cut: Toward a Technopoetics of Algorithmic Systems
This essay explores a material engagement with discourses of bias. At a time when the developers of algorithmic systems are exploring concepts of bias like never before, textile bias (or the skew of woven material) offers an alternative view into the scripts of computational engagement. To probe this potential, this essay engages a range of feminist and anti-racist interventions in performance arts, critical archival studies, and my own pedagogical collaborations. With these experiments, I ask, how might material bias inform ongoing analysis of cultural bias within machine learning systems? The experiments reveal interwoven dynamics of power, labor, and historicity with particular attention to complicity and change. Through angular encounters with bias, I explore the development of an emerging technopoetics of algorithmic systems.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
The Inheritance of Militarization: Toxic Gifts, Furtive Critique, and Survivance in Post-War Bosnia Book Review | Weighing the Future: Race, Science, and Pregnancy Trials in the Postgenomic Era by Natali Valdez (University of California Press, 2022) Data Surrogates as Hosts: Politics of Environmental Governance Moral Economies of Life and Death: Agricultural Improvement, Imperialism, and Chemical Kinships with Reactive Nitrogen Homing Toxicity: The Domestication of Herbicidal Warfare
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1