Category: Blog Article
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Why Ethical Use of Data is So Important to Enterprises
Author: Maria Korolov; Publisher: TechTarget; Publication Year: 2020. The following article describes why there is an increasing demand from consumers to stop having so much of their data collected and used by companies; even employees…
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(Un)voiced Consent: Voice Print Usage in U.S. Prisons
Author: Maria Gargiulo; Publisher: Data Science Ethics; Publication Year: 2019. The following article focuses on how in the U.S., inmates in prison are asked to repeat words and phrases to a voice recognition software under…
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The importance of an ethical AI implementation in the financial industry
Author: Marc Garay Publisher: NTT Data Publication Year: 2021 Summary: The following article discusses how a financial institution can implement compatible ethical guidelines when trying to implement machine learning to keep up with the needs…
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Towards Data Science (Channel)
Author: N/A; Publisher: Medium; Publication Year: N/A. The following communication channel offers publications of independent authors if they follow specific guidelines specified by the editors. The channel places attention on the question of ethics in…
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Ethical Data Analytics II – Incorporate Ethics Into the Design of Data Projects
Author: Mando Rotman, Tom Jongen, Floor Komen; Publisher: IG&H; Publication Year: N/A. The following tool is an Ethical Risk Quick Scan for helping clients assess the ethical risks of their data. The following questions are…
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Delayed Impact of Fair Machine Learning
Author: Lydia T. Liu, Sarah Dean, Esther Rolf, Max Simchowitz, Moritz Hardt; Publisher: BAIR; Publication Year: 2018. The following article discusses the pursuit of fairness in terms of machine learning implementation in regards to treatment…
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Increasing Transparency in Perspective’s Machine Learning Models
Author: Lucy Vasserman, John Cassidy; Publisher: Medium; Publication Year: 2019. The following article discusses how the Jigsaw team at Google analyzed Perspective API’s toxicity model, which gives toxicity scores to online comments from a variety…
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Diversity in Data Science: A Systemic Inequality
Author: Luciano Vilas Boas; Publisher: Medium; Publication Year: 2020. The following article serves as a comprehensive look into why data science educators and large tech companies both do not hire at the proportion of Blacks,…