17 citations · 19 across the 6 of their papers we have counts for
6 papers · 1 filter
Confides: A Visual Analytics Solution for Automated Speech Recognition Analysis and Exploration
Sunwoo Ha, Chaehun Lim, R. Jordan Crouser +1
Confidence scores of automatic speech recognition (ASR) outputs are often inadequately communicated, preventing its seamless integration into analytical workflows. In this paper, w…
Guided By AI: Navigating Trust, Bias, and Data Exploration in AI-Guided Visual Analytics
Sunwoo Ha, Shayan Monadjemi, Alvitta Ottley
The increasing integration of artificial intelligence (AI) in visual analytics (VA) tools raises vital questions about the behavior of users, their trust, and the potential of indu…
Why Combining Text and Visualization Could Improve Bayesian Reasoning: A Cognitive Load Perspective
Melanie Bancilhon, AJ Wright, Sunwoo Ha +2
Investigations into using visualization to improve Bayesian reasoning and advance risk communication have produced mixed results, suggesting that cognitive ability might affect how…
A Unified Comparison of User Modeling Techniques for Predicting Data Interaction and Detecting Exploration Bias
Sunwoo Ha, Shayan Monadjemi, Roman Garnett +1
The visual analytics community has proposed several user modeling algorithms to capture and analyze users' interaction behavior in order to assist users in data exploration and ins…
Guided Data Discovery in Interactive Visualizations via Active Search
Shayan Monadjemi, Sunwoo Ha, Quan Nguyen +3
Recent advances in visual analytics have enabled us to learn from user interactions and uncover analytic goals. These innovations set the foundation for actively guiding users duri…
Expectation Versus Reality: The Failed Evaluation of a Mixed-Initiative Visualization System
Sunwoo Ha, Adam Kern, Melanie Bancilhon +1
Our research aimed to present the design and evaluation of a mixed-initiative system that aids the user in handling complex datasets and dense visualization systems. We attempted t…