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 |
|---|---|---|---|---|
| 8,163 | Capturing and Querying Fine-grained Provenance of Preprocessing Pipelines in Data Science | 2021 | VLDB | 4.5723431e-05 |
| 9,660 | Meta-Mappings for Schema Mapping Reuse | 2019 | VLDB | 4.3107389e-05 |
| 9,714 | Materializing Knowledge Bases via Trigger Graphs | 2021 | VLDB | 4.299267e-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 |
|---|---|---|---|---|
| 989 | Relational Transducers for Electronic Commerce | 1998 | PODS | 0.00014814282 |
| 1,277 | The Data Civilizer System | 2017 | CIDR | 0.00012879695 |
| 1,833 | Data Wrangling: The Challenging Journey from the Wild to the Lake | 2015 | CIDR | 0.00010378976 |
| 3,281 | Constance: An Intelligent Data Lake System | 2016 | SIGMOD | 7.2823287e-05 |
| 4,695 | DataXFormer: An Interactive Data Transformation Tool | 2015 | SIGMOD | 5.9927993e-05 |
| 4,801 | CLAMS: Bringing Quality to Data Lakes | 2016 | SIGMOD | 5.9115269e-05 |
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