72 citations · 139 across the 26 of their papers we have counts for
6 papers · 1 filter
Let's Gamble: How a Poor Visualization Can Elicit Risky Behavior
Melanie Bancilhon, Zhengliang Liu, Alvitta Ottley
Data visualizations are standard tools for assessing and communicating risks. However, it is not always clear which designs are optimal or how encoding choices might influence risk…
Competing Models: Inferring Exploration Patterns and Information Relevance via Bayesian Model Selection
Shayan Monadjemi, Roman Garnett, Alvitta Ottley
Analyzing interaction data provides an opportunity to learn about users, uncover their underlying goals, and create intelligent visualization systems. The first step for intelligen…
Did You Get The Gist Of It? Understanding How Visualization Impacts Decision-Making
Melanie Bancilhon, Alvitta Ottley
As visualization researchers evaluate the impact of visualization design on decision-making, they often hold a one-dimensional perspective on the cognitive processes behind making…
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…
Survey on Individual Differences in Visualization
Zhengliang Liu, R. Jordan Crouser, Alvitta Ottley
Developments in data visualization research have enabled visualization systems to achieve great general usability and application across a variety of domains. These advancements ha…