Author: lnbressa
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Privacy and Data Science: Protecting Sensitive Data in the Age of Analytics
Author: Tommy Jones; Publisher: Medium; Publication Year: 2019. The following article discusses how with the development of technology, the probability of a company experiencing a data breach becomes higher and higher. There are many data…
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How to Make Your Data Project Ethical by Design
Data Security, Data Transformation, Ethical Conduct, Ethical Data Usage, Ethical Thinking, Sensitive DataAuthor: Tom Jongen; Publisher: Medium; Publication Year: 2021. The following article gives a bit of background on the current issues with using data for malintent. He then outlines some of the necessities of working with…
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Ethical Data Analytics — What Every Business Needs to Know
Amazon, Cambridge Analytica Scandal, Customer Data, Facebook, Google, Hiring, Image Recognition, Microsoft, Tay, TwitterAuthor: Tom Jongen; Publisher: Medium; Publication Year: 2021. The following article discusses how if any company uses customer data to make customer-facing decisions, there are ethical issues that need to be considered. Also, it asks…
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The Houston Astros And The Ethical Use Of Data And Analytics
Author: Tom Davenport; Publisher: Forbes; Publication Year: 2020. The following article describes how gaining a competitive edge has been a long-time goal for teams within the sporting industry. The most well-known and recent example of…
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Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings
Author: Tolga Bolukbasi, Kai-Wei Chang, James Zou, et al.; Publisher: Arxiv; Publication Year: 2016. The following article discusses how machine learning applied blindly runs the risk of amplifying biases in data. Word embedding, a popular…
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Ethical AI: Five Guiding Pillars
Author: Todd Lohr, Tracy Gusher; Publisher: KPMG International; Publication Year: 2019. The following report contains policies and actions that can be implemented to operate an ethical artificial intelligence (AI). The 5 pillars are: 1). Prepare…
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DAIR Research Institute
Author: Timnit Gebru; Publisher: DAIR Research Institute; Publication Year: N/A. The following website features an interdisciplinary and globally distributed artificial intelligence (AI) research institute that was founded by Timnit Gebru who was fired by Google…
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Google Has a Striking History of Bias Against Black Girls
Author: Safiya Noble; Publisher: TIME Magazine; Publication Year: 2018. The following article talks about how Google’s search algorithm is biased against the Black woman. It shows and talks about the author’s own identity as a…