Tag: Fairness
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Data Ethics Framework
Author: N/A; Publisher: The United Kingdom’s Department for Digital, Culture, Media & Sport; Publication Year: 2020. The following framework is based on 3 principles: transparency, accountability, and fairness. These principles, supported by 5 specific actions,…
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Australia’s Artificial Intelligence Ethics Framework
Accountability, Australia, Contestability, Environmental Wellbeing, Ethical Framework, Explainability, Fairness, Human Wellbeing, Privacy Protection, Reliability, Security, Societal Wellbeing, TransparencyAuthor: N/A; Publisher: Australian Government; Publication Year: 2022. The following guidelines provided by the Australian Government has a list of 8 items that make up their data ethics framework. These include: 1). Human, societal and…
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Financial Services Firms Turn to Data Ethics to Manage Digital Risks
Author: Steven Tiell; Publisher: Accenture; Publication Year: 2021. The following article talks about how In 2021, data ethics will be the tool financial services firms choose to manage digital risks in automation and cybersecurity. Practicing…
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Algorithmic Bias, Financial Inclusion, and Gender
Bias Mitigation, Credit Score, Data Collection, Fairness, Gender Bias, Labeling Bias, Outcome Proxy Bias, Sampling BiasAuthor: Sonja Kelly, Mehrdad Mirpourian; Publisher: Women’s World Banking; Publication Year: 2021. The following report discussed where gender-based bias originates and how to mitigate such biases in the emerging digital credit space. The report discussed…
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Responsible AI: Data Science and Ethics with Dr. Rumman Chowdhury
Author: Rumman Chowdhury; Publisher: Accenture Technology; Publication Year: 2019. In the following video, Dr. Ruman Chowdury explains how “[artificial intelligence (AI)] is information about people meant to understand trends about human behavior.” There are 2…
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Preventing Harmful AI Bias With Fairness Through Awareness
AI Transparency, Algorithmic Accountability Act, Algorithms, Artificial Intelligence, Artificial Intelligence Act, European Union, Explainability, Fairness, TransparencyAuthor: Rik Chomko; Publisher: Forbes; Publication Year: 2022. The following article describes how, from an equity standpoint, artificial intelligence (AI) transparency is vital for preventing bias that has the potential to penalize protected classes or…
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What is AI Ethics?
AI Lifecycle, Artificial Intelligence, Data Privacy, Explainability, Fairness, IBM, Robustness, TransparencyAuthor: Phaedra Boinodiris; Publisher: IBM Technology; Publication Year: 2021. The following article discusses how artificial intelligence (AI) is making decisions that directly impact all of us. People assume that because AI is a machine, the…