activity
20162024
most citedHuman Factors in Model Interpretability: Industry Practices, Challenges, and Needs

215 citations · 551 across the 33 of their papers we have counts for

collaborators
Showing 2021Show all

7 papers · 1 filter

cs.HC2021

Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs)

Dongping Zhang, Eytan Adar, Jessica Hullman

Probabilistic graphs are challenging to visualize using the traditional node-link diagram. Encoding edge probability using visual variables like width or fuzziness makes it difficu…

cs.HC2021

Visualization Equilibrium

Paula Kayongo, Glenn Sun, Jason Hartline +1

In many real-world strategic settings, people use information displays to make decisions. In these settings, an information provider chooses which information to provide to strateg…

cs.HC2021

Causal Support: Modeling Causal Inferences with Visualizations

Alex Kale, Yifan Wu, Jessica Hullman

Analysts often make visual causal inferences about possible data-generating models. However, visual analytics (VA) software tends to leave these models implicit in the mind of the…

cs.HC2021★ 1 cited

An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization

Hyeok Kim, Ryan Rossi, Abhraneel Sarma +2

Authors often transform a large screen visualization for smaller displays through rescaling, aggregation and other techniques when creating visualizations for both desktop and mobi…

cs.CY2021★ 32 cited

Unpacking the Expressed Consequences of AI Research in Broader Impact Statements

Priyanka Nanayakkara, Jessica Hullman, Nicholas Diakopoulos

The computer science research community and the broader public have become increasingly aware of negative consequences of algorithmic systems. In response, the top-tier Neural Info…

cs.HC2021★ 2 cited

Design Patterns and Trade-Offs in Responsive Visualization for Communication

Hyeok Kim, Dominik Moritz, Jessica Hullman

Increased access to mobile devices motivates the need to design communicative visualizations that are responsive to varying screen sizes. However, relatively little design guidance…