Songela Nurdawuliet

Visualizing Tree-of-analysis: Facilitating Conversational Visual Analytics for Novices

Conversational visual analytics (CVA) make data exploration accessible to novices but often leave users disoriented during multi-turn conversations. Previous approaches provide data-centric recommendations, but fail to help users regain orientations. To bridge this gap, we conducted a formative study (N=12) revealing…