3 papers
cs.HC2026
Reflections on Traceability for Visualization Research
Jen Rogers, Derya Akbaba, James Scott-Brown +2
Decades of advocacy for reproducibility and replication have advanced open, transparent practices in the sciences. However, traditional notions of reproducibility fit poorly with d…
cs.HC2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work
Jennifer Rogers and, Anamaria Crisan
Automated Machine Learning (AutoML) technology can lower barriers in data work yet still requires human intervention to be functional. However, the complex and collaborative proces…
cs.HC2020
Insights From Experiments With Rigor in an EvoBio Design Study
Jen Rogers, Austin H. Patton, Luke Harmon +2
Design study is an established approach of conducting problem-driven visualization research. The academic visualizationcommunity has produced a large body of work for reporting on…