Entity Resolution with Evolving Rules

Summary: Keeps ER results up-to-date as rules evolve by reusing materialized results instead of re-running from scratch. Proposes evolution-aware algorithm properties and efficient rule-evolution methods for match-based and distance-based clustering, with real-data evaluation showing cost savings. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10257
Venue: VLDB
Year: 2010
Pagerank: 7.1655038e-05
Overall Rank: 3,732 | 74.40%
DOI: 10.14778/1920841.1921002

Incoming Non-self Citations Over Time

Authors

1. Steven Euijong Whang (Stanford University)
2. Hector Garcia-Molina (Stanford University)

BibTeX Citation

@article{whang_vldb10,
        title = {{Entity Resolution with Evolving Rules}},
        author = {Whang, Steven Euijong and Garcia-Molina, Hector},
        journal = {PVLDB},
        series = {{VLDB} '10},
        volume = {3},
        number = {1},
        pages = {1326--1337},
        doi = {10.14778/1920841.1921002},
        url = {https://doi.org/10.14778/1920841.1921002},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,916	Incremental Record Linkage	2014	VLDB	7.0185679e-05
5,972	Query-Driven Approach to Entity Resolution	2013	VLDB	6.0237003e-05
6,068	Why Big Data Industrial Systems Need Rules and What We Can Do About It	2015	SIGMOD	5.9887211e-05
6,461	Explain3D: Explaining Disagreements in Disjoint Datasets	2019	VLDB	5.8718966e-05
10,248	Generalized Entity Matching with Adaptivity via Large Language Models	2026	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
11	Implementing Data Cubes Efficiently	1996	SIGMOD	0.00071822821
58	The Merge/Purge Problem for Large Databases	1995	SIGMOD	0.00040116748
907	A Framework for Clustering Evolving Data Streams	2003	VLDB	0.00013309819
1,293	Entity Resolution with Iterative Blocking	2009	SIGMOD	0.00011292804

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	10,318	In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration	2026	SIGMOD
2	7,696	Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records	2014	VLDB
3	248	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB
4	6,625	Modeling Entity Evolution for Temporal Record Matching	2014	SIGMOD
5	3,184	Evaluating Entity Resolution Results	2010	VLDB
6	8,592	Robust Entity Resolution using Random Graphs	2018	SIGMOD
7	9,992	Progressive Entity Matching: A Design Space Exploration	2025	SIGMOD
8	1,293	Entity Resolution with Iterative Blocking	2009	SIGMOD
9	3,602	Online Entity Resolution Using an Oracle	2016	VLDB
10	2,711	Progressive Approach to Relational Entity Resolution	2014	VLDB