Automatic Data Fusion with HumMer
Summary: HumMer extends SQL with declarative, ad-hoc fusion of heterogeneous, dirty tables. Given a multi-table query, it automatically performs instance-based schema matching, duplicate detection, and conflict-resolving consolidation into clean entities. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Alexander Bilke (Technical University of Berlin)
- 2. Jens Bleiholder (Humboldt-Universität zu Berlin)
- 3. Christoph Böhm (Humboldt-Universität zu Berlin)
- 4. Karsten Draba (Humboldt-Universität zu Berlin)
- 5. Felix Naumann (Humboldt-Universität zu Berlin)
- 6. Melanie Weis (Humboldt-Universität zu Berlin)
BibTeX Citation
@article{bilke_vldb05,
title = {{Automatic Data Fusion with HumMer}},
author = {Bilke, Alexander and Bleiholder, Jens and Böhm, Christoph and Draba, Karsten and Naumann, Felix and Weis, Melanie},
journal = {PVLDB},
series = {{VLDB} '05},
pages = {1251},
year = {2005}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,086 | FuSem – Exploring Different Semantics of Data Fusion | 2007 | VLDB | 6.9141785e-05 |
| 12,619 | XClean in Action: A Demonstration of Declarative XML Data Cleaning | 2007 | CIDR | 5.093636e-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 | 0.00030932014 |
| 2,531 | DogmatiX Tracks down Duplicates in XML | 2005 | SIGMOD | 8.4574631e-05 |
| 2,960 | XXL - A Library Approach to Supporting Efficient Implementations of Advanced Database Queries | 2001 | VLDB | 7.9182423e-05 |
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