16 citations · 44 across the 14 of their papers we have counts for
6 papers · 1 filter
NELA-Local: A Dataset of U.S. Local News Articles for the Study of County-level News Ecosystems
Benjamin D. Horne, Maurício Gruppi, Kenneth Joseph +3
In this paper, we present a dataset of over 1.4M online news articles from 313 local U.S. news outlets published over 20 months (between April 4th, 2020 and December 31st, 2021). T…
Friend or Foe: A Review and Synthesis of Computational Models of the Identity Labeling Problem
Kenneth Joseph, Jonathan Howard Morgan
We introduce the identity labeling problem - given an individual in a social situation, can we predict what identity(ies) they will be labeled with by someone else? This problem re…
Who Gets What, According to Whom? An Analysis of Fairness Perceptions in Service Allocation
Jacqueline Hannan, Huei-Yen Winnie Chen, Kenneth Joseph
Algorithmic fairness research has traditionally been linked to the disciplines of philosophy, ethics, and economics, where notions of fairness are prescriptive and seek objectivity…
An Agent-based Model to Evaluate Interventions on Online Dating Platforms to Decrease Racial Homogamy
Stefania Ionescu, Aniko Hannak, Kenneth Joseph
Perhaps the most controversial questions in the study of online platforms today surround the extent to which platforms can intervene to reduce the societal ills perpetrated on them…
An analysis of replies to Trump's tweets
Zijian An, Kenneth Joseph
Donald Trump has tweeted thousands of times during his presidency. These public statements are an increasingly important way through which Trump communicates his political and pers…
Theory In, Theory Out: The uses of social theory in machine learning for social science
Jason Radford, Kenneth Joseph
Research at the intersection of machine learning and the social sciences has provided critical new insights into social behavior. At the same time, a variety of critiques have been…