Mining Document Collections to Facilitate Accurate Approximate Entity Matching

Summary: Mine document collections to expand a reference entity table with variations of each entity. Approximate matching over substrings is reduced to exact match against the expanded table; introduces a new architecture and techniques to tackle efficiency, with experiments showing accuracy and scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9872
Venue: VLDB
Year: 2009
Pagerank: 5.8044716e-05
Overall Rank: 4,956 | 65.56%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,457	Learning String Transformations From Examples	2009	VLDB	7.0753508e-05
5,071	Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction	2011	SIGMOD	5.7122974e-05
5,544	On Indexing Error-Tolerant Set Containment	2010	SIGMOD	5.4481372e-05
5,662	From Information to Knowledge: Harvesting Entities and Relationships from Web Sources	2010	PODS	5.3854745e-05
6,578	Query Portals: Dynamically Generating Portals for Entity-Oriented Web Queries	2010	SIGMOD	4.9986229e-05
11,990	Matching Titles with Cross Title Web-Search Enrichment and Community Detection	2014	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
22	SCOPE: Easy and Efficient Parallel Processing of Massive Data Sets	2008	VLDB	0.00084679526
182	Mining Frequent Patterns without Candidate Generation	2000	SIGMOD	0.00036955562
228	Reference Reconciliation in Complex Information Spaces	2005	SIGMOD	0.00032266415
321	Record Linkage: Similarity Measures and Algorithms	2006	SIGMOD	0.00027524716
3,457	Learning String Transformations From Examples	2009	VLDB	7.0753508e-05
3,869	An Efficient Filter for Approximate Membership Checking	2008	SIGMOD	6.6776679e-05
5,382	Scalable Ad-hoc Entity Extraction from Text Collections	2008	VLDB	5.5358382e-05

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7,253	Effective and Efficient Retrieval of Structured Entities	2020	VLDB	4.7825469e-05
318	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027850417
7,707	Efficient Top-k Algorithms for Approximate Substring Matching	2013	SIGMOD	4.6676985e-05
2,449	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	8.7909961e-05
5,071	Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction	2011	SIGMOD	5.7122974e-05
1,338	Entity Matching: How Similar Is Similar	2011	VLDB	0.00012501156
3,583	Efficient Approximate Entity Extraction with Edit Distance Constraints	2009	SIGMOD	6.944299e-05
5,382	Scalable Ad-hoc Entity Extraction from Text Collections	2008	VLDB	5.5358382e-05