Pragmatic Ethics for Generative Adversarial Networks: Coupling, Cyborgs, and Machine Learning.
This article addresses the need for adaptive ethical analysis within machine learning that accounts for emerging problems concerning social bias and generative adversarial networks (GAN s). I use John Dewey's criticisms of the reflex arc concept in psychology as a basis for understanding how these p...
| Publicado en: | Contemporary Pragmatism Vol. 18; no. 1; pp. 95 - 112 |
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| Formato: | Artículo |
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Brill Academic Publishers
2021
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=150635920&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 150635920 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 15723429 8WEE jtl: Contemporary Pragmatism issn: 15723429 maglogo: N pubinfo: dt: 2021 vid: 18 iid: 1 pid: 639 pub: Brill Academic Publishers artinfo: ui: 150635920 10.1163/18758185-bja10005 ppf: 95 ppct: 17 formats: fmt: – @attributes: type: T – @attributes: type: P size: 218KB tig: atl: Pragmatic Ethics for Generative Adversarial Networks: Coupling, Cyborgs, and Machine Learning. aug: au: Tschaepe, Mark affil: Associate Professor of Philosophy, Division of Social Work, Behavioral and Political Science, Prairie View A&M University, Prairie View, TX, United States su: Pragmatism Ethics Cyborgs Machine learning Floridi, Luciano sug: subj: Pragmatism Ethics Cyborgs Machine learning Floridi, Luciano keyword: bias coupling ethics of technology generative adversarial networks machine learning ab: This article addresses the need for adaptive ethical analysis within machine learning that accounts for emerging problems concerning social bias and generative adversarial networks (GAN s). I use John Dewey's criticisms of the reflex arc concept in psychology as a basis for understanding how these problems stem from human-GAN interaction. By combining Dewey's criticisms with Donna Haraway's idea of cyborgs, Luciano Floridi's concept of distributed morality, and Shaowen Bardzell's recommendations for a feminist approach to human-computer interaction, I suggest a dynamic perspective from which to begin analyzing and solving issues of injustice evident in this particular domain of machine learning. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Copyright of Contemporary Pragmatism is the property of Brill Academic Publishers and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. item: Contemporary Pragmatism holder: Brill Academic Publishers dt: @attributes: year: 2021 holdings: @attributes: islocal: N |
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