Big Data & Society

The ethics of algorithms: Mapping the debate

Brent Mittelstadt, Patrick Allo, Mariarosaria Taddeo et al. · 2016 · 2.9K citations · Full text

Business, Computer Science, Information Systems +17

How the machine ‘thinks’: Understanding opacity in machine learning algorithms

Jenna Burrell · 2016 · 2.5K citations · Full text

Computing, Computer Science, Algorithms +14

Big Data, new epistemologies and paradigm shifts

Rob Kitchin · 2014 · 2.3K citations · Full text

Humanities, Data Science, Big Data Analytics +7

Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management

Min Kyung Lee · 2018 · 1.2K citations · Full text

Management, Decision Sciences, Social Psychology +17

When data is capital: Datafication, accumulation, and extraction

Jathan Sadowski · 2019 · 998 citations · Full text

Social Sciences, Economics, Data Management +9