Explore our collection of data ethics resources
Dive into our expansive collection of articles, case studies, datasets, and multimedia content, carefully compiled and continually updated to reflect the latest in ethical considerations in analytics.
Dive into our expansive collection of articles, case studies, datasets, and multimedia content, carefully compiled and continually updated to reflect the latest in ethical considerations in analytics.
Author: N/A; Publisher: TRT World; Publication Year: 2018. The following video discusses how because algorithms are written by humans, they are not any more objective than we are. Some examples of algorithmic bias include: Amazon’s…
Author: Tristan Henderson; Publisher: Association for Computing (ACM) Machinery Digital Library; Publication Year: 2019. The following paper outlines a new Data Ethics & Privacy module that was introduced to computer science students in 2018. The…
Author: Trisha Sanghal, Coco Sun, and Sina Ghandian; Publisher: Medium; Publication Year: 2020. The following article discusses findings regarding policies related to deaths caused by police departments. Is crime a predictor for violent force policies?…
Author: Tricia Wang; Publisher: TED; Publication Year: N/A. In the following video, Wang suggests that insight through an emotional lens often eludes big-data findings. Wang explains that while big data is important, the subsequent decisions…
Author: Tricia Bisoux; Publisher: AACSB; Publication Year: 2019. The following article discusses how graphs can be highly misleading. As an ethical data scientist, it is important to both create visuals that convey the accurate information…
Author: Travis Greene; Publisher: Medium; Publication Year: 2020. In the following article, Travis Greene discusses the idea of data scientists becoming activist data scientists. Loosely basing the idea on a concept called “activist engineering” which…
Author: Tony Sun, Andrew Gaut, Shirlyn Tang, et al.; Publisher: Arxiv; Publication Year: N/A. The following article discusses how despite their success in modeling various applications, natural language processing (NLP) models propagate and may even…
Author: Ton Reijns, Richard Weurding, Jos Schaffers; Publisher: KPMG International; Publication Year: 2021. The following article discusses how the European Commission and corresponding European Union General Data Protection Regulation (GDPR) laws have established a framework…