Automatic Data Fusion with HumMer
Summary: HumMer enables ad-hoc, declarative data fusion over heterogeneous, dirty data via a simple SQL extension. It automates instance-based schema matching, deduplication, and data fusion with conflict resolution, guided by a query across multiple tables. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Alexander Bilke
- 2. Jens Bleiholder
- 3. Felix Naumann
- 4. Christoph Böhm
- 5. Melanie Weis
- 6. Karsten Draba
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,024 | FuSem – Exploring Different Semantics of Data Fusion | 2007 | VLDB | 7.0191257e-05 |
| 12,434 | XClean in Action: A Demonstration of Declarative XML Data Cleaning | 2007 | CIDR | 5.1725247e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 125 | Trio: A System for Integrated Management of Data, Accuracy, and Lineage | 2005 | CIDR | 0.0003120745 |
| 2,529 | DogmatiX Tracks down Duplicates in XML | 2005 | SIGMOD | 8.531539e-05 |
| 2,905 | XXL - A Library Approach to Supporting Efficient Implementations of Advanced Database Queries* | 2001 | VLDB | 8.0406103e-05 |
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