DataSense: Display Agnostic Data Documentation
Summary: DataSense proposes display-agnostic data documentation (DAD): inline, interactive dataset documentation—synthesized from profiling, provenance, and user annotations—embedded into any presentation (tables, graphs, maps, query UIs) to aid discovery and task-relevant lookup. Key novelty: decouple generation of documentation (profiling, provenance summarization, annotation extraction) from modality-specific rendering, enabling reusable IDE-like highlights and mouseover details across heterogeneous data displays. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Poonam Kumari
- 2. Michael Brachmann
- 3. Oliver Kennedy
- 4. Su Feng
- 5. Boris Glavic
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,358 | A First Tutorial on Dataspaces | 2008 | VLDB | 6.3211656e-05 |
| 8,894 | Data-Driven Insight Synthesis for Multi-Dimensional Data | 2024 | VLDB | 5.4132374e-05 |
| 10,443 | DataDazzle: Intelligent Data Exploration through Natural Language | 2025 | SIGMOD | 5.1725247e-05 |
| 11,299 | DataRinse: Semantic Transforms for Data preparation based on Code Mining | 2023 | VLDB | 5.1725247e-05 |
| 11,696 | Enabling Data Science for the Majority | 2019 | VLDB | 5.1725247e-05 |
| 11,394 | Automated Relational Data Explanation using External Semantic Knowledge | 2022 | VLDB | 5.1725247e-05 |
| 3,531 | The Composable Data Management System Manifesto | 2023 | VLDB | 7.3965633e-05 |
| 11,399 | DPDS: Assisting Data Science with Data Provenance | 2022 | VLDB | 5.1725247e-05 |
| 13,377 | Data Visualization Management Systems | 2015 | CIDR | - |
| 11,896 | Synthesizing Data Programs | 2015 | CIDR | 5.1725247e-05 |