Hullman, Jessica

When (ish) is My Bus?: User-centered Visualizations of Uncertainty in Everyday, Mobile Predictive Systems

Kay, M., Kola, T., Hullman, J. R., & Munson, S. A. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsUsability and User Interface Design

Cited by 239

Human factors in model interpretability: Industry practices, challenges, and needs

Hong, S. R., Hullman, J., & Bertini, E. (2020) · Proceedings of the ACM on Human-Computer Interaction

Explainable Artificial Intelligence (XAI)Usability and User Interface Design

Cited by 219

Hypothetical Outcome Plots Outperform Error Bars and Violin Plots for Inferences about Reliability of Variable Ordering

Hullman, J., Resnick, P., & Adar, E. (2015) · PLOS ONE

Data Visualization and AnalyticsVisual and Cognitive Learning Processes

Cited by 194

In Pursuit of Error: A Survey of Uncertainty Visualization Evaluation

Hullman, J., Qiao, X., Correll, M., Kale, A., & Kay, M. (2019) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsUsability and User Interface Design

Cited by 187

Uncertainty Displays Using Quantile Dotplots or CDFs Improve Transit Decision-Making

Fernandes, M., Walls, L., Munson, S., Hullman, J., & Kay, M. (2018) · Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsHuman-Automation Interaction and Safety

Cited by 175

Benefitting InfoVis with Visual Difficulties

Hullman, J., Adar, E., & Shah, P. (2011) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsVisual and Cognitive Learning Processes

Cited by 159

Hypothetical Outcome Plots Help Untrained Observers Judge Trends in Ambiguous Data

Kale, A., Nguyen, F., Kay, M., & Hullman, J. (2019) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsVisual and Cognitive Learning Processes

Cited by 122

Visual Reasoning Strategies for Effect Size Judgments and Decisions

Kale, A., Kay, M., & Hullman, J. (2021) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsVisual and Cognitive Learning Processes

Cited by 109

A Bayesian Cognition Approach to Improve Data Visualization

Kim, Y.-S., Walls, L. A., Krafft, P., & Hullman, J. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsBayesian Modeling and Causal Inference

Cited by 76

How Visualizing Inferential Uncertainty Can Mislead Readers About Treatment Effects in Scientific Results

Hofman, J. M., Goldstein, D. G., & Hullman, J. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsDecision-Making and Behavioral Economics

Cited by 75

Illusion of Causality in Visualized Data

Xiong, C., Shapiro, J., Hullman, J., & Franconeri, S. (2020) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsVisual and Cognitive Learning Processes

Cited by 71

Data Through Others' Eyes: The Impact of Visualizing Others' Expectations on Visualization Interpretation

Kim, Y.-S., Reinecke, K., & Hullman, J. (2018) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsInnovative Human-Technology Interaction

Cited by 60

Imagining Replications: Graphical Prediction & Discrete Visualizations Improve Recall & Estimation of Effect Uncertainty

Hullman, J., Kay, M., Kim, Y.-S., & Shrestha, S. (2018) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsVisual and Cognitive Learning Processes

Cited by 55

A Decision Theoretic Framework for Measuring AI Reliance

Guo, Z., Wu, Y., Hartline, J. D., & Hullman, J. (2024) · The 2024 ACM Conference on Fairness, Accountability, and Transparency

Human-Automation Interaction and SafetyDecision-Making and Behavioral Economics

Cited by 27

Workshop on Trust and Reliance in AI-Human Teams (TRAIT)

Bansal, G., Buçinca, Z., Holstein, K., Hullman, J., Smith-Renner, A. M., Stumpf, S., & Wu, S. (2023) · Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems

Human-Automation Interaction and SafetySocial Robot Interaction and HRI

Cited by 8

Measuring Free-Form Decision-Making Inconsistency of Language Models in Military Crisis Simulations

Shrivastava, A., Hullman, J., & Lamparth, M. (2024) · arXiv

Topic ModelingEthics and Social Impacts of AI

Cited by 2