Tag: Guidelines

Ethics and Data Science

Consent, Consequences, Control, Data Collection, Data Interpretation, Data Modeling, Guidelines, Model Implementation

Author: Mike Loukides, Hilary Mason, DJ Patil; Publisher: O’Reilly; Publication Year: 2018. The following book focuses on implementing ethical guidelines into data scientists’ daily work. The authors provide 5 framing guidelines: consent, clarity, consistency, control,…
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Transparency and Openness Promotion (TOP) Guidelines

Academic Journals, Data Collection, Guidelines, Reproduction, Transparency

Author: N/A; Publisher: The Center for Open Science; Publication Year: 2014. The following paper addresses how the Center for Open Science’s (COS) mission is to increase the openness, integrity, and reproducibility of research. Toward this…
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Advertisers, Publishers, and Consumers Have a Role to Play in Data Ethics

Advertising, Consent, Consumer Data, Guidelines, Online Interactions, Online Marketing, Permission, Personalized Ads

Author: Aphrodite Brinsmead; Publisher: Advertising Week; Publication Year: N/A. The following article details the responsibility of all parties involved in tailored online marketing and advertising to protect consumer data and use it in an ethical…
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Trust in the Digital Age Requires Data Ethics and a Data Literate Workforce

Artificial Intelligence, Guidelines, Representation, Review Panels, Transparency

Author: Andrew Beers; Publisher: Forbes; Publication Year: 2022. The following article lists guidelines for ethical standards for companies using data ethics and AI. The first of the 3 guidelines is by setting up review panels.…
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AI Ethics: A Guide to Ethical AI

Algorithms, Data Collection, Guidelines, Health Outcomes, Healthcare, Risk Assessments, Risk Audits, Transparency, Values

Author: Alexandria Jacobson; Publisher: Builtin; Publication Year: 2022. The following article focuses on Apixio, an AI healthcare company that is focused on delivering actionable insights to improve health outcomes. Their AI ethics revolve around the…
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Tag: Guidelines

Ethics and Data Science

Transparency and Openness Promotion (TOP) Guidelines

Advertisers, Publishers, and Consumers Have a Role to Play in Data Ethics

Trust in the Digital Age Requires Data Ethics and a Data Literate Workforce

AI Ethics: A Guide to Ethical AI