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)

Paper ID: 6771
Venue: SIGMOD
Year: 2023
Pagerank: 4.1905499e-05
Overall Rank: 11,225 | 21.99%
DOI: 10.1145/3626763

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,439	Rock: Cleaning Data by Embedding ML in Logic Rules	2024	SIGMOD	4.3389137e-05
10,499	Incremental Rule Discovery in Response to Parameter Updates	2025	SIGMOD	4.1905499e-05
11,057	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.1905499e-05
11,114	Rock: Cleaning Data with both ML and Logic Rules	2024	VLDB	4.1905499e-05

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.

Rank	Cited Paper	Year	Venue	Pagerank
49	Consistent Query Answers in Inconsistent Databases	1999	PODS	0.00067607389
62	Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge	2008	SIGMOD	0.00064239035
192	HoloClean: Holistic Data Repairs with Probabilistic Inference	2017	VLDB	0.00035692958
219	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033354456
293	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028661817
318	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027850417
507	On Active Learning of Record Matching Packages	2010	SIGMOD	0.00021474096
621	Improving Data Quality: Consistency and Accuracy	2007	VLDB	0.00018978331
641	Corleone: Hands-Off Crowdsourcing for Entity Matching	2014	SIGMOD	0.00018759417
740	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017358024
879	Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes	2013	SIGMOD	0.00015649604
1,160	Towards Certain Fixes with Editing Rules and Master Data	2010	VLDB	0.0001358129
1,197	The LLUNATIC Data-Cleaning Framework	2013	VLDB	0.00013373177
1,821	Synthesizing Entity Matching Rules by Examples	2018	VLDB	0.00010406856
1,895	Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning	2020	VLDB	0.00010174634
2,176	Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services	2017	SIGMOD	9.3729351e-05
2,282	Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series	2020	VLDB	9.1173974e-05
2,758	A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching	2020	SIGMOD	8.1668285e-05
2,968	Raha: A Configuration-Free Error Detection System	2019	SIGMOD	7.7964476e-05
3,057	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.6458287e-05
3,313	Efficient and Effective Data Imputation with Influence Functions	2022	VLDB	7.2336734e-05
3,469	Deep Learning for Blocking in Entity Matching: A Design Space Exploration	2021	VLDB	7.0629476e-05
4,271	Cleaning Denial Constraint Violations through Relaxation	2020	SIGMOD	6.2943273e-05
4,331	Missing Value Imputation on Multidimensional Time Series	2021	VLDB	6.2744869e-05
4,421	The Interaction between Functional Dependencies and Template Dependencies	1980	SIGMOD	6.1939227e-05
5,150	Horizon: Scalable Dependency-driven Data Cleaning	2021	VLDB	5.6553571e-05
5,203	Pattern Functional Dependencies for Data Cleaning	2020	VLDB	5.628087e-05
6,047	MDedup: Duplicate Detection with Matching Dependencies	2020	VLDB	5.2355891e-05
6,731	ORBITS: Online Recovery of Missing Values in Multiple Time Series Streams	2021	VLDB	4.9436119e-05
6,808	Record Linkage with Uniqueness Constraints and Erroneous Values	2010	VLDB	4.9155856e-05
7,062	On Multiple Semantics for Declarative Database Repairs	2020	SIGMOD	4.8398632e-05
8,008	Online Topic-Aware Entity Resolution Over Incomplete Data Streams	2021	SIGMOD	4.6037276e-05
8,139	Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints	2020	SIGMOD	4.5727142e-05
8,363	Deducing Certain Fixes to Graphs	2019	VLDB	4.5311185e-05
8,875	CerFix: A System for Cleaning Data with Certain Fixes	2011	VLDB	4.426239e-05
9,023	Entity Matching in the Wild: A Consistent and Versatile Framework to Unify Data in Industrial Applications	2020	SIGMOD	4.4037187e-05
9,362	Discovering Top-k Rules using Subjective and Objective Criteria	2023	SIGMOD	4.3472627e-05
9,895	Towards Interpretable and Learnable Risk Analysis for Entity Resolution	2020	SIGMOD	4.2559233e-05
9,962	Parallel Rule Discovery from Large Datasets by Sampling	2022	SIGMOD	4.2254157e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,057	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.6458287e-05
321	Record Linkage: Similarity Measures and Algorithms	2006	SIGMOD	0.00027524716
1,338	Entity Matching: How Similar Is Similar	2011	VLDB	0.00012501156
9,895	Towards Interpretable and Learnable Risk Analysis for Entity Resolution	2020	SIGMOD	4.2559233e-05
3,535	Entity Resolution with Evolving Rules	2010	VLDB	6.996132e-05
6,808	Record Linkage with Uniqueness Constraints and Erroneous Values	2010	VLDB	4.9155856e-05
11,057	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.1905499e-05
8,008	Online Topic-Aware Entity Resolution Over Incomplete Data Streams	2021	SIGMOD	4.6037276e-05
8,503	Robust Entity Resolution using Random Graphs	2018	SIGMOD	4.4916115e-05
318	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027850417