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: 6770
Venue: SIGMOD
Year: 2023
Pagerank: 4.1945683e-05
Overall Rank: 11,223 | 21.93%
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
9,434	Rock: Cleaning Data by Embedding ML in Logic Rules	2024	SIGMOD	4.3430376e-05
10,489	Incremental Rule Discovery in Response to Parameter Updates	2025	SIGMOD	4.1945683e-05
11,054	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.1945683e-05
11,111	Rock: Cleaning Data with both ML and Logic Rules	2024	VLDB	4.1945683e-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	0.00067660624
62	Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge	2008	SIGMOD	0.0006429466
192	HoloClean: Holistic Data Repairs with Probabilistic Inference	2017	VLDB	0.00035728858
221	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033121824
300	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028441466
319	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027781866
509	On Active Learning of Record Matching Packages	2010	SIGMOD	0.00021409518
623	Improving Data Quality: Consistency and Accuracy	2007	VLDB	0.00018996374
643	Corleone: Hands-Off Crowdsourcing for Entity Matching	2014	SIGMOD	0.00018754451
754	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017117211
881	Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes	2013	SIGMOD	0.00015661103
1,159	Towards Certain Fixes with Editing Rules and Master Data	2010	VLDB	0.00013592813
1,197	The LLUNATIC Data-Cleaning Framework	2013	VLDB	0.00013390321
1,831	Synthesizing Entity Matching Rules by Examples	2018	VLDB	0.00010384082
1,894	Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning	2020	VLDB	0.0001018378
2,175	Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services	2017	SIGMOD	9.3644117e-05
2,276	Mind the Gap: An Experimental Evaluation of Imputation of Missing Values Techniques in Time Series	2020	VLDB	9.1261944e-05
2,767	A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching	2020	SIGMOD	8.1513883e-05
2,968	Raha: A Configuration-Free Error Detection System	2019	SIGMOD	7.7985097e-05
3,140	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.4841763e-05
3,311	Efficient and Effective Data Imputation with Influence Functions	2022	VLDB	7.2406486e-05
3,640	Deep Learning for Blocking in Entity Matching: A Design Space Exploration	2021	VLDB	6.8891671e-05
4,273	Cleaning Denial Constraint Violations through Relaxation	2020	SIGMOD	6.3003864e-05
4,332	Missing Value Imputation on Multidimensional Time Series	2021	VLDB	6.2805243e-05
4,448	The Interaction between Functional Dependencies and Template Dependencies	1980	SIGMOD	6.1785017e-05
5,153	Horizon: Scalable Dependency-driven Data Cleaning	2021	VLDB	5.6607963e-05
5,192	Pattern Functional Dependencies for Data Cleaning	2020	VLDB	5.6375087e-05
6,042	MDedup: Duplicate Detection with Matching Dependencies	2020	VLDB	5.2405269e-05
6,727	ORBITS: Online Recovery of Missing Values in Multiple Time Series Streams	2021	VLDB	4.9483604e-05
6,810	Record Linkage with Uniqueness Constraints and Erroneous Values	2010	VLDB	4.9203397e-05
7,066	On Multiple Semantics for Declarative Database Repairs	2020	SIGMOD	4.8445108e-05
8,005	Online Topic-Aware Entity Resolution Over Incomplete Data Streams	2021	SIGMOD	4.6081461e-05
8,138	Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints	2020	SIGMOD	4.5771031e-05
8,422	Deducing Certain Fixes to Graphs	2019	VLDB	4.5167705e-05
8,875	CerFix: A System for Cleaning Data with Certain Fixes	2011	VLDB	4.430475e-05
9,020	Entity Matching in the Wild: A Consistent and Versatile Framework to Unify Data in Industrial Applications	2020	SIGMOD	4.4079449e-05
9,355	Discovering Top-k Rules using Subjective and Objective Criteria	2023	SIGMOD	4.3514328e-05
9,896	Towards Interpretable and Learnable Risk Analysis for Entity Resolution	2020	SIGMOD	4.2600049e-05
9,963	Parallel Rule Discovery from Large Datasets by Sampling	2022	SIGMOD	4.2294678e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,140	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.4841763e-05
322	Record Linkage: Similarity Measures and Algorithms	2006	SIGMOD	0.00027518768
1,345	Entity Matching: How Similar Is Similar	2011	VLDB	0.00012468408
9,896	Towards Interpretable and Learnable Risk Analysis for Entity Resolution	2020	SIGMOD	4.2600049e-05
3,532	Entity Resolution with Evolving Rules	2010	VLDB	7.0020216e-05
6,810	Record Linkage with Uniqueness Constraints and Erroneous Values	2010	VLDB	4.9203397e-05
11,054	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.1945683e-05
8,005	Online Topic-Aware Entity Resolution Over Incomplete Data Streams	2021	SIGMOD	4.6081461e-05
8,585	Robust Entity Resolution using Random Graphs	2018	SIGMOD	4.4905755e-05
319	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027781866