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Reference Reconciliation in Complex Information Spaces

Summary: Extends reference reconciliation to multi-class, sparse-attribute spaces (e.g., PIM) using cross-reference associations for comparison. Propagates decisions to accumulate evidence and progressively enriches references by merging attributes, yielding higher precision/recall and gains on benchmarks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3626
Venue
SIGMOD
Year
2005
Pagerank
0.00032242633
Overall Rank
229 | 98.41%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 42 of 42 citing papers.

Rank Citing Paper Year Venue Pagerank
266 Efficient Exact Set-Similarity Joins 2006 VLDB 0.00029718727
287 Declarative Information Extraction Using Datalog with Embedded Extraction Predicates 2007 VLDB 0.00028971272
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
518 Data Integration for the Relational Web 2009 VLDB 0.00021158934
814 Entity Resolution: Theory, Practice & Open Challenges 2012 VLDB 0.00016370594
893 Data Integration: The Teenage Years 2006 VLDB 0.00015558352
1,147 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00013677658
1,221 A Web of Concepts 2009 PODS 0.00013219242
1,395 Structured Querying of Web Text: A Technical Challenge 2007 CIDR 0.00012207039
1,406 Personal Information Management with Semex 2005 SIGMOD 0.00012163944
1,410 Entity Resolution with Iterative Blocking 2009 SIGMOD 0.00012127555
1,958 Exemplar Queries: Give me an Example of What You Need 2014 VLDB 9.9572632e-05
2,386 Leveraging Aggregate Constraints For Deduplication 2007 SIGMOD 8.9231895e-05
2,722 Progressive Approach to Relational Entity Resolution 2014 VLDB 8.2338356e-05
2,771 A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data 2007 VLDB 8.1421432e-05
2,823 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.0593894e-05
3,130 Behavior Based Record Linkage 2010 VLDB 7.4993061e-05
3,177 Evaluating Entity Resolution Results 2010 VLDB 7.4367331e-05
3,451 Learning String Transformations From Examples 2009 VLDB 7.0822216e-05
3,631 On-the-Fly Entity-Aware Query Processing in the Presence of Linkage 2010 VLDB 6.9014378e-05
3,645 Large-Scale Collective Entity Matching 2011 VLDB 6.8853274e-05
3,694 Keys for Graphs 2015 VLDB 6.8345712e-05
3,712 MOMA - A Mapping-based Object Matching System 2007 CIDR 6.823134e-05
3,931 Extracting and Querying a Comprehensive Web Database 2009 CIDR 6.6193836e-05
4,707 Object-level Vertical Search 2007 CIDR 5.9810753e-05
4,951 Mining Document Collections to Facilitate Accurate Approximate Entity Matching 2009 VLDB 5.8100413e-05
5,571 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 5.4283499e-05
5,586 QuERy: A Framework for Integrating Entity Resolution with Query Processing 2016 VLDB 5.4219548e-05
5,798 Exploiting Context Analysis for Combining Multiple Entity Resolution Systems 2009 SIGMOD 5.3231654e-05
5,874 Incrementally Maintaining Classification using an RDBMS 2011 VLDB 5.2930628e-05
6,175 Query-Driven Approach to Entity Resolution 2013 VLDB 5.169496e-05
6,690 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 4.9621556e-05
6,810 Record Linkage with Uniqueness Constraints and Erroneous Values 2010 VLDB 4.9203397e-05
7,185 Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) 2019 VLDB 4.8066159e-05
8,456 iDM: A Unified and Versatile Data Model for Personal Dataspace Management 2006 VLDB 4.5073797e-05
11,054 Enriching Relations with Additional Attributes for ER 2024 VLDB 4.1945683e-05
11,333 LACE: A Logical Approach to Collective Entity Resolution 2022 PODS 4.1945683e-05
11,536 LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization 2021 VLDB 4.1945683e-05
11,747 Holistic Query Evaluation over Information Extraction Pipelines 2018 VLDB 4.1945683e-05
12,194 Web Scale Taxonomy Cleansing 2011 VLDB 4.1945683e-05
12,425 XClean in Action: A Demonstration of Declarative XML Data Cleaning 2007 CIDR 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 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 0.00061348205
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040637896
199 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00035041015
280 Eliminating Fuzzy Duplicates in Data Warehouses 2002 VLDB 0.00029113044
2,333 A Platform for Personal Information Management and Integration 2005 CIDR 9.0169986e-05
Previous Page 1 / 1 Next

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