Demo Data from EDBT 2026 / reviewers in the wild / expert
Dan Marshall
dblp:386/3563
· DBLP profile ↗
1ranked-venue papers
0as first author
1since 2021 · last 2025
0009-0009-6592-3926ORCID · reported
Domains — the database's venue-derived domains; a paper can count in several
Human-computer interaction and ubiquitous computing · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Computer graphics and multimedia
1 paper |
Visualization and visual analytics · 100% |
Topics — the 2 heaviest of 2, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Visualization and visual analytics › visualization design
data transformation for visualization |
0.9 | 1 | 2025 | Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way · CHI 2025 |
Visualization and visual analytics
visualization authoring |
0.9 | 1 | 2025 | Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way · CHI 2025 |
Methods — techniques the papers use, named apart from their topics
large language model · 0.9code generation · 0.9
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the WayabstractFigure 1: With Data Formulator 2, analysts can iterate on a previous design by (1) selecting a chart from data threads and (2) providing combined natural language and graphical user interface inputs in the chart builder to specify the new design.The AI model generates code to transform the data and update the chart.Data threads are updated with new charts for future use. Chenglong Wang 0005, Bongshin Lee, Steven Mark Drucker, Dan Marshall, Jianfeng Gao 0001 |
CHI | 4 |