Tag: Fairness

FAIR Principles

Accessibility, Fairness, Findability, GO FAIR, Implementation Networks, Interoperability, Reusability

Author: N/A; Publisher: GO FAIR; Publication Year: 2016. The following article focusses on GO FAIR, a stakeholder-driven and self-governed initiative that aims to implement the FAIR data principles. They use Implementation Networks to define and…
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AI Ethics (AI Code of Ethics)

Artificial Intelligence, Explainability, Fairness, Inclusivity, Misuse, Responsibility

Author: George Lawton, Ivy Wigmore; Publisher: Tech Target; Publication Year: N/A. The following definition discusses how an artificial intelligence (AI) code of ethics is important because it is able to provide guidance to stakeholders to…
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FairPlay Launches AI Bias Detection Product for the Insurance Industry

Algorithms, Credit Worthiness, Decision-Making, Fairness, FairPlay

Author: N/A; Publisher: Cision PR Newswire; Publication Year: 2022. The following article discusses how FairPlay is the world’s first “Fairness-as-a-Service” solution for algorithmic decision-making. The company provides lenders with easy-to-use tools that assess and reduce…
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Ethics Guidelines for Trustworthy AI

Artificial Intelligence, Autonomy, Explicability, Fairness, Machine Learning, Prevention of Harm

Author: N/A; Publisher: Intrepid Tech Ventures; Publication Year: N/A. The following article discusses how when data ethical considerations comes to mind, many people go straight to ethics relating to artificial intelligence (AI) and machine learning.…
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Playing with AI Fairness: Google’s New Machine Learning Diagnostic Tool Lets Users Try on Five Different Types of Fairness

Demographic Parity, Equal Accuracy, Equal Opportunity, Fairness, Google, Group Thresholds, Group Unaware, Machine Learning

Author: David Weinberger; Publisher: What-If Tool; Publication Year: N/A. The following article discusses how Google created a “What-If” visualization tool to test machine learning systems and demonstrate how they perform in regards to different definitions…
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The Impact of AI on Society

Algorithms, Fairness, Human Values, Neuro-Linguistic Programming, Representation, Transparency

Author: N/A; Publisher: Data Ethics 4 All; Publication Year: N/A. The following panel discusses ethical artificial intelligence (AI) practices, and how the data science community needs to balance human values with the values of an…
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Data Brew Season 2, Episode 2: Data Ethics

Data Disparity, Fairness, Gender, Social Inequality, Transparency, Unfair Representation

Author: Databricks; Publisher: Spotify; Publication Year: 2021. The following podcast episode discusses how in the realm of business and marketing, the regulation of fairness and data ethics are essential elements to consider when building a…
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Bias and Fairness of AI-Based Systems Within Financial Crime

Artificial Intelligence, Fairness, Fairness-Aware Culture

Author: Danny Butvinik; Publisher: NICE Actimize; Publication Year: 2022. The following article discusses the benefits of addressing bias in artificial intelligence (AI)-based systems and provided a “Fairness-Aware Culture” guideline for addressing this issue. The guideline…
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Digital Ageism: Challenges and Opportunities in Artificial Intelligence for Older Adults

Accessibility, Ageism, Digital Ageism, Discrimination, Fairness, Harms of Allocation, Harms of Representation, Older Adult Populations, Prejudice

Author: Charlene Chu et al.; Publisher: The Gerontologist, Volume 62; Publication Year: 2022. The following paper explores the impacts of ageism and technology. They define “digital ageism” as the repercussions of bias against older individuals…
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