The VADA Architecture for Cost-Effective Data Wrangling
Summary: VADA is an extensible data-wrangling architecture that orchestrates extraction, cleaning, and integration via components guided by domain data. It enables feedback-driven refinement and user-priority tradeoffs, delivering results with less config. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Nikolaos Konstantinou
- 2. Martin Koehler
- 3. Edward Abel
- 4. Cristina Civili
- 5. Bernd Neumayr
- 6. Emanuel Sallinger
- 7. Alvaro A.A. Fernandes
- 8. Georg Gottlob
- 9. John A. Keane
- 10. Leonid Libkin
- 11. Norman W. Paton
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,166 | Capturing and Querying Fine-grained Provenance of Preprocessing Pipelines in Data Science | 2021 | VLDB | 4.567959e-05 |
| 9,661 | Meta-Mappings for Schema Mapping Reuse | 2019 | VLDB | 4.306608e-05 |
| 9,713 | Materializing Knowledge Bases via Trigger Graphs | 2021 | VLDB | 4.2951473e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 990 | Relational Transducers for Electronic Commerce | 1998 | PODS | 0.00014800793 |
| 1,274 | The Data Civilizer System | 2017 | CIDR | 0.00012869297 |
| 1,831 | Data Wrangling: The Challenging Journey from the Wild to the Lake | 2015 | CIDR | 0.0001037061 |
| 3,283 | Constance: An Intelligent Data Lake System | 2016 | SIGMOD | 7.27606e-05 |
| 4,691 | DataXFormer: An Interactive Data Transformation Tool | 2015 | SIGMOD | 5.9876184e-05 |
| 4,802 | CLAMS: Bringing Quality to Data Lakes | 2016 | SIGMOD | 5.9064959e-05 |
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