103 citations · 246 across the 18 of their papers we have counts for
4 papers · 2 filters
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…
Don't Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition
Mahsan Nourani, Chiradeep Roy, Tahrima Rahman +3
Explainable machine learning and artificial intelligence models have been used to justify a model's decision-making process. This added transparency aims to help improve user perfo…