Open Access. Powered by Scholars. Published by Universities.®

Social and Behavioral Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

Political Science Publications

2021

Ethics of the algorithm

Articles 1 - 1 of 1

Full-Text Articles in Social and Behavioral Sciences

Quantifying The Archives: Leveraging The Norms And Tools Of Data Science To Conduct Ethical Research On The Holocaust, Alexis M. Lerner Jan 2021

Quantifying The Archives: Leveraging The Norms And Tools Of Data Science To Conduct Ethical Research On The Holocaust, Alexis M. Lerner

Political Science Publications

Holocaust archives have traditionally been the scholarly territory of the arts and humanities. However, given the tremendous increase in the number of testimonies and documents available, especially since the mid-1990s with the advent of the USC Shoah Foundation Visual History Archive and in the 2000s with the opening of the Arolsen Archives, it is necessary to evaluate the applicability of a numerate approach. Statistical methods, data science, and machine learning have the capacity to handle large, messy, and disparate bodies of information about human behavior. Not only could a quantitative lens disrupt traditional ways of housing, organizing, and analyzing data …