103 citations · 246 across the 18 of their papers we have counts for
20 papers
The Influence of Visual Provenance Representations on Strategies in a Collaborative Hand-off Data Analysis Scenario
Jeremy E. Block, Shaghayegh Esmaeili, Eric D. Ragan +2
Conducting data analysis tasks rarely occur in isolation. Especially in intelligence analysis scenarios where different experts contribute knowledge to a shared understanding, memb…
An Empirical Study on the Relationship Between the Number of Coordinated Views and Visual Analysis
Juyoung Oh, Chunggi Lee, Hwiyeon Kim +5
Coordinated Multiple views (CMVs) are a visualization technique that simultaneously presents multiple visualizations in separate but linked views. There are many studies that repor…
Micro-entries: Encouraging Deeper Evaluation of Mental Models Over Time for Interactive Data Systems
Jeremy E. Block, Eric D. Ragan
Many interactive data systems combine visual representations of data with embedded algorithmic support for automation and data exploration. To effectively support transparent and e…
Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy
Donald R. Honeycutt, Mahsan Nourani, Eric D. Ragan
Mixed-initiative systems allow users to interactively provide feedback to potentially improve system performance. Human feedback can correct model errors and update model parameter…
The Role of Domain Expertise in User Trust and the Impact of First Impressions with Intelligent Systems
Mahsan Nourani, Joanie T. King, Eric D. Ragan
Domain-specific intelligent systems are meant to help system users in their decision-making process. Many systems aim to simultaneously support different users with varying levels…
Machine Learning Explanations to Prevent Overtrust in Fake News Detection
Sina Mohseni, Fan Yang, Shiva Pentyala +6
Combating fake news and misinformation propagation is a challenging task in the post-truth era. News feed and search algorithms could potentially lead to unintentional large-scale…