Interaction between Record Matching and Data Repairing
Summary: Unifies record matching and data repairing under a framework with integrity constraints, matching rules, and master data. Despite PSPACE-hard joint analysis, offers deterministic and confidence/entropy-based fixes; accuracy gains over heuristics on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wenfei Fan (Harbin Engineering University; University of Edinburgh)
- 2. Jianzhong Li (Harbin Engineering University)
- 3. Shuai Ma (Beihang University)
- 4. Nan Tang (University of Edinburgh)
- 5. Wenyuan Yu (University of Edinburgh)
BibTeX Citation
@inproceedings{fan_sigmod11,
title = {{Interaction between Record Matching and Data Repairing}},
author = {Fan, Wenfei and Li, Jianzhong and Ma, Shuai and Tang, Nan and Yu, Wenyuan},
series = {{SIGMOD} '11},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1989323.1989373},
url = {https://dl.acm.org/doi/10.1145/1989323.1989373},
year = {2011}
}
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