Author: lnbressa

Why Data Ethics in Marketing is Important and What to Do About It

Building Trust, Customer Centricity, Data Integration, Data Minimization, First-Party Data, Incremental Consent, Marketing, Repeat Business, Zero-Party Data

Author: Stéphane Hamel; Publisher: Supermetrics; Publication Year: 2020. The following article explains how data ethics is still a relatively new concept. It explains why data ethics has become a major topic in marketing and explains…
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Data Responsibility: Using Corporate Data to Improve Our Lives

Big Data, Data Responsibility

Author: Stefaan Verhulst; Publisher: TEDx Talks; Publication Year: 2017. The following talk opens with a story on how big data collected by corporations have been essential in disaster relief, and how this could be just…
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Ethical Dilemmas in Data Science

Artificial Intelligence, European Union, General Data Protection Regulation, Machine Learning

Author: N/A; Publisher: statistics.com; Publication Year: N/A. The following article talks about the legal side of ethical data science. It talks about how the European Union passing the General Data Protection Regulation (GDPR) in 2016…
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Talking Ethical AI with Dream11’s Abhishek Ravi

Artificial Intelligence, Fantasy Sports

Author: Sri Krishna; Publisher: Analytics India Magazine; Publication Year: 2022. The following article features an interview with an ethically-centered founder regarding artificial intelligence (AI). The fantasy sports industry makes it a relatable topic and the…
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Google Head of Ethical AI Research on Data Biases and Ethics

Artificial Intelligence, Human Rights, Human-Biased Decisions, Modeling

Author: N/A; Publisher: Speevr; Publication Year: 2020. The following article discusses how the cause for our data ethics concerns stems from artificial intelligence (AI) starting to work. It used to be theoretical, but now these…
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Data Ethics and Global Cultural Differences

Ethical Frameworks, European Union, Transparency

Author: Soren Juul Jorgensen; Publisher: Nature; Publication Year: N/A. The following article discusses how as individual data becomes more exploited by companies in the name of profit and advancement of humanity, Jorgensen looks at studies…
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It’s Good to Share: Why Environmental Scientists’ Ethics Are Out of Date

Data Sharing, Environmental Science, Policymakers, Round-Table Model, Transparency

Author: Patricia A. Soranno, Kendra S. Cheruvelil, Kevin C. Elliott, Georgina M. Montgomery; Publisher: National Library of Medicine; Publication Year: 2015. The following article discusses how as data-sharing policies and ethics have become more prevalent…
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A Beginner’s Guide to Data Ethics

Ethical Standards, Harm Avoidance, Personally Identifiable Information

Author: Sophie Lou, Mark Yang; Publisher: Medium; Publication Year: 2020. The following article discusses how data ethics is a growing field and it demands our attention as data scientists because it will be one of…
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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 Bias

Author: 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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