Data Ethics Repository

Tag: Data Interpretation

Big Data Ethics and Politics: Toward New Understandings

Biased Data, Big Data, Data Collection, Data Interpretation, Data Misuse, Data Usage

Author: Wenhong Chen, Anabel Quan-Haase; Publisher: Social Science Computer Review; Publication Year: 2018. The following article addresses new issues created by big data, such as biases, subjectivities, and forms of oppression. They define 4 major…
read more >>
Ethics and Data Science

Consent, Consequences, Control, Data Collection, Data Interpretation, Data Modeling, Guidelines, Model Implementation

Author: Mike Loukides, Hilary Mason, DJ Patil; Publisher: O’Reilly; Publication Year: 2018. The following book focuses on implementing ethical guidelines into data scientists’ daily work. The authors provide 5 framing guidelines: consent, clarity, consistency, control,…
read more >>
Why You Should Have an AI & Ethics Board

Accountability, Algorithms, Clarity, Consumer Data, Data Governance, Data Interpretation, Ethical Use, Privacy by Design, Transparency

Author: Jack Berkowitz; Publisher: Information Week; Publication Year: 2022. The following article discusses how before using consumer data, technology companies need to evaluate if they need to use the data. Companies and organizations need to…
read more >>