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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
3627
Venue
SIGMOD
Year
2005
Pagerank
0.00032266415
Overall Rank
228 | 98.42%
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
264 Efficient Exact Set-Similarity Joins 2006 VLDB 0.00029950264
289 Declarative Information Extraction Using Datalog with Embedded Extraction Predicates 2007 VLDB 0.00028865317
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
519 Data Integration for the Relational Web 2009 VLDB 0.00021148006
799 Entity Resolution: Theory, Practice & Open Challenges 2012 VLDB 0.00016479804
889 Data Integration: The Teenage Years 2006 VLDB 0.00015548507
1,146 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.0001367088
1,221 A Web of Concepts 2009 PODS 0.00013213428
1,398 Structured Querying of Web Text: A Technical Challenge 2007 CIDR 0.00012201166
1,408 Entity Resolution with Iterative Blocking 2009 SIGMOD 0.00012162791
1,409 Personal Information Management with Semex 2005 SIGMOD 0.00012153957
1,962 Exemplar Queries: Give me an Example of What You Need 2014 VLDB 9.9463687e-05
2,385 Leveraging Aggregate Constraints For Deduplication 2007 SIGMOD 8.9167648e-05
2,725 Progressive Approach to Relational Entity Resolution 2014 VLDB 8.2268045e-05
2,728 Keys for Graphs 2015 VLDB 8.2228869e-05
2,760 A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data 2007 VLDB 8.1640002e-05
2,830 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.0515409e-05
3,137 Behavior Based Record Linkage 2010 VLDB 7.4921276e-05
3,177 Evaluating Entity Resolution Results 2010 VLDB 7.4367336e-05
3,457 Learning String Transformations From Examples 2009 VLDB 7.0753508e-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
3,935 Extracting and Querying a Comprehensive Web Database 2009 CIDR 6.6130211e-05
4,705 Object-level Vertical Search 2007 CIDR 5.9776799e-05
4,956 Mining Document Collections to Facilitate Accurate Approximate Entity Matching 2009 VLDB 5.8044716e-05
5,586 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 5.4194791e-05
5,594 QuERy: A Framework for Integrating Entity Resolution with Query Processing 2016 VLDB 5.416945e-05
5,789 Exploiting Context Analysis for Combining Multiple Entity Resolution Systems 2009 SIGMOD 5.3248395e-05
5,884 Incrementally Maintaining Classification using an RDBMS 2011 VLDB 5.2864334e-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
6,808 Record Linkage with Uniqueness Constraints and Erroneous Values 2010 VLDB 4.9155856e-05
7,187 Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) 2019 VLDB 4.8020046e-05
8,450 iDM: A Unified and Versatile Data Model for Personal Dataspace Management 2006 VLDB 4.5030622e-05
11,057 Enriching Relations with Additional Attributes for ER 2024 VLDB 4.1905499e-05
11,335 LACE: A Logical Approach to Collective Entity Resolution 2022 PODS 4.1905499e-05
11,540 LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization 2021 VLDB 4.1905499e-05
11,755 Holistic Query Evaluation over Information Extraction Pipelines 2018 VLDB 4.1905499e-05
12,202 Web Scale Taxonomy Cleansing 2011 VLDB 4.1905499e-05
12,434 XClean in Action: A Demonstration of Declarative XML Data Cleaning 2007 CIDR 4.1905499e-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 0.00061419648
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040666376
198 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.0003505869
279 Eliminating Fuzzy Duplicates in Data Warehouses 2002 VLDB 0.00029141798
2,335 A Platform for Personal Information Management and Integration 2005 CIDR 9.0110693e-05
Previous Page 1 / 1 Next

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