research
∙
08/08/2022
The Influence of Visual Provenance Representations on Strategies in a Collaborative Hand-off Data Analysis Scenario
Conducting data analysis tasks rarely occur in isolation. Especially in ...
share
research
∙
04/20/2022
An Empirical Study on the Relationship Between the Number of Coordinated Views and Visual Analysis
Coordinated Multiple views (CMVs) are a visualization technique that sim...
research
∙
09/02/2020
Micro-entries: Encouraging Deeper Evaluation of Mental Models Over Time for Interactive Data Systems
Many interactive data systems combine visual representations of data wit...
research
∙
08/28/2020
Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy
Mixed-initiative systems allow users to interactively provide feedback t...
research
∙
08/20/2020
The Role of Domain Expertise in User Trust and the Impact of First Impressions with Intelligent Systems
Domain-specific intelligent systems are meant to help system users in th...
research
∙
05/05/2020
Don't Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition
Explainable machine learning and artificial intelligence models have bee...
research
∙
02/10/2020
SplitStreams: A Visual Metaphor for Evolving Hierarchies
The visualization of hierarchically structured data over time is an ongo...
research
∙
07/08/2019
XFake: Explainable Fake News Detector with Visualizations
In this demo paper, we present the XFake system, an explainable fake new...
research
∙
11/28/2018
A Survey of Evaluation Methods and Measures for Interpretable Machine Learning
The need for interpretable and accountable intelligent system gets sensi...
research
∙
01/16/2018
ProvThreads: Analytic Provenance Visualization and Segmentation
Our work aims to generate visualizations to enable meta-analysis of anal...
research
∙
01/16/2018
Analytic Provenance Datasets: A Data Repository of Human Analysis Activity and Interaction Logs
We present an analytic provenance data repository that can be used to st...
research
∙
01/16/2018
