Tag: Transparency

You Can’t Have AI Both Ways: Balancing Health Data Privacy and Access Fairly

Artificial Intelligence, Data Collection, Health AI, Health Improvement, Transparency

Author: Marieke Bak et al.; Publisher: Frontiers; Publication Year: 2022. The following resource describes how artificial intelligence (AI) can be used in healthcare to fulfill its ethical ends to improve health. It discusses how governments…
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The Ethics of Collecting Data

Data Collection, IBM, Personal Autonomy, Personal Empowerment, Simplicity, Transparency

Author: Marie Wallace; Publisher: TED; Publication Year: 2014. The following video is a TED talk discussing the issue of privacy in data collection. The speaker gives an overview of the issue of privacy, how it…
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The importance of an ethical AI implementation in the financial industry

Algorithms, Biased AI, Cyberattacks, Ethical Guidance, Fairness, Machine Learning, Transparency

Author: Marc Garay Publisher: NTT Data Publication Year: 2021 Summary: The following article discusses how a financial institution can implement compatible ethical guidelines when trying to implement machine learning to keep up with the needs…
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Ethical Issues Surrounding Research of AI in Health Care

Accountability, Algorithm Training, Algorithms, Artificial Intelligence, Autonomy, Data and Safety Monitoring Board, Equity, Responsibility, Transparency

Author: Lisa Murtha, Pralika Jain, Kiyong Song; Publisher: Reuters; Publication Year: 2022. The following article discusses how artificial intelligence (AI) models can be flawed considering humans are the ones behind making these models. The authors…
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The Rise of AAAI: How a Data Ethics Framework Drives Value

AAAI, Advanced Analytics and Artificial Intelligence, Consumer Trust, COVID-19, Transparency

Author: Leanne Allen; Publisher: KPMG International; Publication Year: 2020. The following article discusses how COVID-19 accelerated the implementation of Advanced Analytics and Artificial Intelligence (AAAI), and this trend changed how customers interact with financial companies.…
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Data Science Ethics – What Could Go Wrong and How to Avoid It

Accessible, Consent, Consumer Data, Consumer Privacy, Discrimination, Fairness, Fairness Accountability Transparency, Findable, Interoperable, Reusable, Transparency

Author: Kylie Ying; Publisher: freeCodeCamp; Publication Year: 2021. The following article discusses how the notion of informed consent quickly fades in a business setting, where it may be in fine print or even without our…
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What Legal Teams and Businesses Should Know About Ethical Data Mining and Use

Algorithms, Data Ownership, Data Privacy, Data Usage, Ethical Data Usage, Intention, Transparency

Author: Kristel Staci; Publisher: The Stamp; Publication Year: 2022. The following article features a discussion of some considerations that businesses need to take into account for data usage based on the perspective of a legal…
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Ethical Use of Customer Data in a Digital Economy

Data Collection, Data Guidelines, Data Policies, Data Principles, Data Utilization, General Data Protection Regulation, Management Framework, Risks, Transparency

Author: N/A; Publisher: KPMG International; Publication Year: 2019. The following article is written by KPMG Digital and Technology Department employees. It touches on financial institutions’ principles, policies, and data ethics guidelines. The report points out…
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How to Promote Ethics in Data Science and Analytics

Ethical Constraints, Math, Training Data, Transparency

Author: Kirsten Hoogenakker Publisher: DataDrive Publication Year: 2021 Summary: The following article discusses how math has generally been thought of as a completely unbiased form of research. Numbers are numbers, how could they be biased?…
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