Category: Blog Article
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Ethics, Data and Insurance: 4 Developments Worth Watching
Author: Duncan Minty; Publisher: Scandinavian Insurance Quarterly (SIQ); Publication Year: 2017. The following article discusses how the insurance industry has long been using historical data to underwrite, price, and manage risks. The advanced algorithms that…
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The Ethics of Big Data
Author: Dominique Daly; Publisher: Hurree; Publication Year: 2023. The following article discusses how in the era of big data, we are all being followed online. Google records 3.5 billion searches per day. How to deal…
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What is “Data Ethics”, and Why is it Important
Author: Dennis Hirsch; Publisher: Centre for Information Policy Leadership; Publication Year: 2021. The following article discuses what exactly is data ethics. Dennis Hirsch, a lawyer from Ohio State, asks this question in a study conducted…
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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 LearningAuthor: 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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Data Ethics Principles
Accountability, Algorithms, Data Control, Data Processing, Equality, Personal Information, TransparencyAuthor: N/A; Publisher: Dataethics; Publication Year: 2017. The following article outlines 5 data ethics principles that should be carried out when conducting any sort of data processing activity. To start, data ethics is centered around…
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Gaining a Competitive Advantage Through Data Ethics
Algorithms, Artificial Intelligence, Data Ownership, Data Protection, Machine Learning, TransparencyAuthor: Danielle Clifford; Publisher: Pinsent Masons; Publication Year: 2021. The following article discusses how the data ethics challenge spans multiple vectors. One of the most concerning issues centers around the artificial intelligence (AI) and machine…
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AI Can Vanquish Bias: Algorithms We Can’t Understand Can Make Insurance Fairer
Author: Daniel Schreiber; Publisher: Lemonade; Publication Year: N/A. The following article discusses how the availability of big data and improvement in computing power now allows insurance companies to price more fairly in terms of premium…
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The Great Hack on Netflix: Ethics of Data Use
Cambridge Analytica Scandal, Facebook, Google, Mass Data Exploitation, Netflix, The Great Hack, Whistle-BlowingAuthor: Dan Wardrope; Publisher: Flexxable; Publication Year: N/A. The following article reviews people’s reactions to The Great Hack on Netflix. The Great Hack exposes the wrong-doing of mass data exploitation during the Cambridge Analytica scandal.…