Data Ethics Repository

Tag: Data Accuracy

Fighting Bias in AI Starts with the Data

AI Modeling, Artificial Intelligence, Data Accuracy, Responsible AI

Author: Joe McKendrick; Publisher: ZDNet; Publication Year: 2022. The following article discusses the importance of data accuracy when building non-biased artificial intelligence (AI) models. At the heart of AI models is data, and so it…
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Key Concepts for a Data Science Ethics Curriculum

Aggregation, Anonymity, Conduct, Consent, Curriculum, Data Accuracy, Data Misuse, Data Validity, Group Harm, Model Design, Model Misuse, Personal Harm, Privacy

Author: Jeffrey Saltz, Neil Dewar, Robert Heckman; Publisher: Association for Computing Machinery (ACM) Digital Library; Publication Year: 2018. The following article features reviewed published codes of conduct and ethics in data science by the authors…
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10 Data Science Ethics Questions

Bias Mitigation, Data Accuracy, Data Collection, Data Representation, Data Usage, Legal Rights, Project Scope

Author: Jeff Saltz; Publisher: Data Science Process Alliance; Publication Year: 2022. The following article provides 10 questions for a data science team to incorporate ethics into their projects. These questions address various aspects of ethics…
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