Library
Use our library to explore Data & Society's original empirical research and read our expert commentary. Sort by media type, or select one or more topic categories to begin browsing.
Publisher
Title
Date
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blog post
PointsThe Algorithmic Accountability Act is a great first step, and regulators who are tasked with implementing it should take sociotechnical frames into account. "A sociological lens can help illuminate appropriate points of inst... Read on PointsApril 2019 -
Academic Article
Criminal Justice and BehaviorData & Society Fellow Cynthia Conti-Cook and co-authors assess the bias involved in risk assessment tools. "In the top layer, we identify challenges to fairness within the risk-assessment models themselves. We explain type... Read on Criminal Justice and BehaviorNovember 2018 -
video
DatabitesData & Society Fellow Jeanna Matthews speaks about algorithmic accountability and transparency within the context of the criminal justice system. Important decisions in our society are being made evermore frequently by o... Read moreJune 2018 -
podcast
video
DatabitesIn Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities. Data discrimination... Read moreMay 2018 -
Academic Article
Fordham Law ReviewThis paper is a response to calls for explainable machines by Data & Society Postdoctoral Scholar Andrew Selbst and Affiliate Solon Barocas. "We argue that calls for explainable machines have failed to recognize the connec... Read on Fordham Law ReviewMarch 2018 -
blog post
PointsD&S founder and president sings praise for Virginia Eubank's new book Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor. "This book should be mandatory for anyone who works in social service... Read on PointsJanuary 2018 -
podcast
Data & SocietyD&S advisor Claudia Perlich discusses modeling, transparency, and machine learning in a new episode of the Partially Derivative podcast. “One pitfall I see is that it’s easy from a social science perspective to condemn all... Read on Data & SocietyJanuary 2017 -
report
Data & Society"Discriminating Tastes" examines how bias may creep into evaluations of Uber drivers through consumer-sourced rating systems. Read moreOctober 2016 -
Academic Article
Florida Law Review ForumThe mythology surrounding “big data” rests on the notion that technical systems can increase efficiency and decrease bias. Such “neutral” systems are supposedly good for implementing legal logic because, like these systems, law... Read on Florida Law Review ForumAugust 2016 -
blog post
CultureDigitally.orgD&S Advisor Tarleton Gillespie responds to Gizmodo's recent piece alleging bias in Facebook's Trending Topics list. He argues that information algorithms like the ones used to identify “trends” on Facebook do not work alone... Read on CultureDigitally.orgMay 2016