Database Paper Browser

Back to papers

Eliminating Fuzzy Duplicates in Data Warehouses

Summary: Eliminating fuzzy duplicates in data-warehouse dimensional tables by leveraging hierarchies to resolve domain-specific abbreviations. A scalable, high-quality duplicate-elimination algorithm that outperforms generic text-similarity, validated on real operational DW datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8878
Venue
VLDB
Year
2002
Pagerank
0.00029141798
Overall Rank
279 | 98.07%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040666376
228 Reference Reconciliation in Complex Information Spaces 2005 SIGMOD 0.00032266415
248 Efficient set joins on similarity predicates 2004 SIGMOD 0.00030888982
264 Efficient Exact Set-Similarity Joins 2006 VLDB 0.00029950264
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
630 Management of Probabilistic Data: Foundations and Challenges 2007 PODS 0.00018942778
700 Reasoning about Record Matching Rules 2009 VLDB 0.00017927576
1,221 A Web of Concepts 2009 PODS 0.00013213428
1,629 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011073148
1,912 Information-Theoretic Tools for Mining Database Structure from Large Data Sets 2004 SIGMOD 0.00010116822
1,972 Approximate Lineage for Probabilistic Databases 2008 VLDB 9.8937766e-05
2,385 Leveraging Aggregate Constraints For Deduplication 2007 SIGMOD 8.9167648e-05
2,405 Linking Temporal Records 2011 VLDB 8.8729897e-05
2,591 DogmatiX Tracks down Duplicates in XML 2005 SIGMOD 8.4851409e-05
2,725 Progressive Approach to Relational Entity Resolution 2014 VLDB 8.2268045e-05
3,177 Evaluating Entity Resolution Results 2010 VLDB 7.4367336e-05
3,258 Benchmarking Declarative Approximate Selection Predicates 2007 SIGMOD 7.3129307e-05
3,526 Distributed Data Deduplication 2016 VLDB 7.0056559e-05
3,570 Large-Scale Collective Entity Matching 2011 VLDB 6.9563715e-05
3,626 On-the-Fly Entity-Aware Query Processing in the Presence of Linkage 2010 VLDB 6.9003552e-05
3,708 MOMA - A Mapping-based Object Matching System 2007 CIDR 6.8213121e-05
3,843 Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters 2006 SIGMOD 6.7071097e-05
4,433 Selectivity Estimation for Fuzzy String Predicates in Large Data Sets 2005 VLDB 6.1852739e-05
5,235 Industry-Scale Duplicate Detection 2008 VLDB 5.6084247e-05
5,594 QuERy: A Framework for Integrating Entity Resolution with Query Processing 2016 VLDB 5.416945e-05
6,179 Query-Driven Approach to Entity Resolution 2013 VLDB 5.1645342e-05
6,691 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 4.9573939e-05
7,013 Qualitative Data Cleaning 2016 VLDB 4.8576683e-05
7,055 Serving Deep Learning Models with Deduplication from Relational Databases 2022 VLDB 4.8428976e-05
7,775 Indexing Mixed Types for Approximate Retrieval 2005 VLDB 4.6494306e-05
9,563 Towards a Unified Framework for String Similarity Joins 2019 VLDB 4.3212967e-05
10,508 Privacy and Accuracy-Aware AI/ML Model Deduplication 2025 SIGMOD 4.1905499e-05
11,057 Enriching Relations with Additional Attributes for ER 2024 VLDB 4.1905499e-05
11,165 Towards Better Bounds for Finding Quasi-Identifiers * 2023 PODS 4.1905499e-05
12,056 GRDB: A System for Declarative and Interactive Analysis of Noisy Information Networks 2013 SIGMOD 4.1905499e-05
12,202 Web Scale Taxonomy Cleansing 2011 VLDB 4.1905499e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

Rank Cited Paper Year Venue Pagerank
67 The Merge/Purge Problem for Large Databases 1995 SIGMOD 0.00061419648
112 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 0.00047010908
125 Approximate String Joins in a Database (Almost) for Free 2001 VLDB 0.00044946098
150 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.00041081536
198 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.0003505869
304 Generic Schema Matching with Cupid 2001 VLDB 0.00028282278
636 Automatic segmentation of text into structured records 2001 SIGMOD 0.00018815341
1,341 Clustering Categorical Data: An Approach Based on Dynamical Systems 1998 VLDB 0.00012486936
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
1,338 Entity Matching: How Similar Is Similar 2011 VLDB 0.00012501156
4,033 Flexible String Matching Against Large Databases in Practice 2004 VLDB 6.5125692e-05
4,617 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.0400801e-05
3,526 Distributed Data Deduplication 2016 VLDB 7.0056559e-05
5,235 Industry-Scale Duplicate Detection 2008 VLDB 5.6084247e-05
6,047 MDedup: Duplicate Detection with Matching Dependencies 2020 VLDB 5.2355891e-05
7,723 Data Cleaning in Microsoft SQL Server 2005 2005 SIGMOD 4.6626403e-05
942 Framework for Evaluating Clustering Algorithms in Duplicate Detection 2009 VLDB 0.00015143877
3,366 Modeling and Querying Possible Repairs in Duplicate Detection 2009 VLDB 7.1671634e-05
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040666376