214 citations · 558 across the 14 of their papers we have counts for
5 papers · 1 filter
Characterizing Automated Data Insights
Po-Ming Law, Alex Endert, John Stasko
Many researchers have explored tools that aim to recommend data insights to users. These tools automatically communicate a rich diversity of data insights and offer such insights f…
What are Data Insights to Professional Visualization Users?
Po-Ming Law, Alex Endert, John Stasko
While many visualization researchers have attempted to define data insights, little is known about how visualization users perceive them. We interviewed 23 professional users of en…
NL4DV: A Toolkit for Generating Analytic Specifications for Data Visualization from Natural Language Queries
Arpit Narechania, Arjun Srinivasan, John Stasko
Natural language interfaces (NLIs) have shown great promise for visual data analysis, allowing people to flexibly specify and interact with visualizations. However, developing visu…
Touch? Speech? or Touch and Speech? Investigating Multimodal Interaction for Visual Network Exploration and Analysis
Ayshwarya Saktheeswaran, Arjun Srinivasan, John Stasko
Interaction plays a vital role during visual network exploration as users need to engage with both elements in the view (e.g., nodes, links) and interface controls (e.g., sliders,…
Interweaving Multimodal Interaction with Flexible Unit Visualizations for Data Exploration
Arjun Srinivasan, Bongshin Lee, John Stasko
Multimodal interfaces that combine direct manipulation and natural language have shown great promise for data visualization. Such multimodal interfaces allow people to stay in the…