Reference Reconciliation in Complex Information Spaces
Summary: Extends reference reconciliation to multi-class, sparse-attribute spaces (e.g., PIM) using cross-reference associations for comparison. Propagates decisions to accumulate evidence and progressively enriches references by merging attributes, yielding higher precision/recall and gains on benchmarks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xin Dong (University of Washington)
- 2. Alon Halevy (University of Washington)
- 3. Jayant Madhavan (University of Washington)
BibTeX Citation
@inproceedings{dong_sigmod05,
title = {{Reference Reconciliation in Complex Information Spaces}},
author = {Dong, Xin and Halevy, Alon and Madhavan, Jayant},
series = {{SIGMOD} '05},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1066157.1066168},
url = {https://dl.acm.org/doi/10.1145/1066157.1066168},
year = {2005}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 60 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.000394583 |
| 161 | Robust and Efficient Fuzzy Match for Online Data Cleaning | 2003 | SIGMOD | 0.00027718195 |
| 204 | Declarative Data Cleaning: Language, Model, and Algorithms | 2001 | VLDB | 0.00025190386 |
| 307 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00021499031 |
| 2,273 | A Platform for Personal Information Management and Integration | 2005 | CIDR | 8.7118476e-05 |
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