11 citations · 14 across the 4 of their papers we have counts for
4 papers
Designing Toxic Content Classification for a Diversity of Perspectives
Deepak Kumar, Patrick Gage Kelley, Sunny Consolvo +5
In this work, we demonstrate how existing classifiers for identifying toxic comments online fail to generalize to the diverse concerns of Internet users. We survey 17,280 participa…
"Why wouldn't someone think of democracy as a target?": Security practices & challenges of people involved with U.S. political campaigns
Sunny Consolvo, Patrick Gage Kelley, Tara Matthews +3
People who are involved with political campaigns face increased digital security threats from well-funded, sophisticated attackers, especially nation-states. Improving political ca…
"A cold, technical decision-maker": Can AI provide explainability, negotiability, and humanity?
Allison Woodruff, Yasmin Asare Anderson, Katherine Jameson Armstrong +8
Algorithmic systems are increasingly deployed to make decisions in many areas of people's lives. The shift from human to algorithmic decision-making has been accompanied by concern…
Explainability Case Studies
Ben Zevenbergen, Allison Woodruff, Patrick Gage Kelley
Explainability is one of the key ethical concepts in the design of AI systems. However, attempts to operationalize this concept thus far have tended to focus on approaches such as…