Tag: Data Collection

7 Types of Bias in Machine Learning

Bias, Bias Testing, Data Collection, Development Cycle, Diversity, Domain Expertise, High-Quality Data Labeling

Author: N/A; Publisher: Telus International; Publication Year: 2021. The following article discusses how ensuring a diverse team is important, but you can “enlist the help of someone with the domain expertise to review your collected…
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Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection

Beneficence, Coercion, Current Problems, Data Abuse, Data Collection, Data-Driven Research, Henrietta Lacks, Informed Consent, Privacy, Statistics, Tuskegee Experiment, Voluntariness

Author: Adriene Hill; Publisher: Crash Course; Publication Year: 2019. The following video provides important background on the context and consequences of data-driven research relative to the foundational elements of statistics. It also provides links to…
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5 Ethical Principles for Digitizing Humanitarian Aid

Artificial Intelligence, Big Data, Colonialism, Consent, Data Collection, Digitalization, Drones, Ethical Frameworks, Humanitarians, Indigenous Artificial Intelligence, Inequity, Nia Tero, Satellite Sentinel Project, Unrest Technologies, Vulnerable Populations

Author: Aarathi Krishnan; Publisher: TED Talks; Publication Year: 2021. The following speech discusses how humanitarians have embraced digitalization. The use of AI, big data, drones, and more may seem logical and needed, but it is…
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Big Data: Destroyer of Informed Consent

Big Data, Data Collection, Data Science Studies, Data Scientists, Informed Consent, Machine Learning Algorithms, Regulation, Virtual

Author: A. Michael Froomkin; Publisher: Yale Journal of Health Policy, Law & Ethics, and Yale Journal of Law & Technology; Publication Year: 2019. The following article focuses on how a regulation was changed in 2019…
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Tag: Data Collection

7 Types of Bias in Machine Learning

Henrietta Lacks, the Tuskegee Experiment, and Ethical Data Collection

5 Ethical Principles for Digitizing Humanitarian Aid

Big Data: Destroyer of Informed Consent