Splitting Tuples of Mismatched Entities
Summary: Inverse ER: split tuples that merge distinct entities into separate records. Proposes a rule-based tuple-splitting scheme with ML for attribute correlation and missing-value imputation, using cross-relational alignment and knowledge-graph data to reach ~0.92 F-measure. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Wenfei Fan (Beihang University; Shenzhen University; University of Edinburgh)
- 2. Ziyan Han (Beihang University)
- 3. Weilong Ren (Shenzhen University)
- 4. Ding Wang (Tsinghua University)
- 5. Yaoshu Wang (Shenzhen University)
- 6. Min Xie (Shenzhen University)
- 7. Mengyi Yan (Beihang University)
BibTeX Citation
@inproceedings{fan_sigmod23,
title = {{Splitting Tuples of Mismatched Entities}},
author = {Fan, Wenfei and Han, Ziyan and Ren, Weilong and Wang, Ding and Wang, Yaoshu and Xie, Min and Yan, Mengyi},
series = {{SIGMOD} '23},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3626763},
url = {https://dl.acm.org/doi/10.1145/3626763},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,892 | Rock: Cleaning Data by Embedding ML in Logic Rules | 2024 | SIGMOD | 5.4156936e-05 |
| 11,256 | Incremental Rule Discovery in Response to Parameter Updates | 2025 | SIGMOD | 4.9605343e-05 |
| 11,644 | Enriching Relations with Additional Attributes for ER | 2024 | VLDB | 4.9605343e-05 |
| 11,688 | Rock: Cleaning Data with both ML and Logic Rules | 2024 | VLDB | 4.9605343e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 39 of 39 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,271 | ZeroER: Entity Resolution using Zero Labeled Examples | 2020 | SIGMOD |
| 2 | 264 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD |
| 3 | 1,251 | Entity Matching: How Similar Is Similar | 2011 | VLDB |
| 4 | 10,280 | Towards Interpretable and Learnable Risk Analysis for Entity Resolution | 2020 | SIGMOD |
| 5 | 3,795 | Entity Resolution with Evolving Rules | 2010 | VLDB |
| 6 | 6,869 | Record Linkage with Uniqueness Constraints and Erroneous Values | 2010 | VLDB |
| 7 | 11,644 | Enriching Relations with Additional Attributes for ER | 2024 | VLDB |
| 8 | 8,306 | Online Topic-Aware Entity Resolution Over Incomplete Data Streams | 2021 | SIGMOD |
| 9 | 7,601 | Robust Entity Resolution using Random Graphs | 2018 | SIGMOD |
| 10 | 244 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB |