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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
3688
Venue
SIGMOD
Year
2005
Pagerank
0.00023941271
Overall Rank
228 | 98.44%
DOI
10.1145/1066157.1066168

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{dong_sigmod05,
        title = {{Reference Reconciliation in Complex Information Spaces}},
        author = {Dong, Xin and Halevy, Alon and Madhavan, Jayant},
        series = {{SIGMOD} '05},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1066157.1066168},
        url = {https://dl.acm.org/doi/10.1145/1066157.1066168},
        year = {2005}
}

Incoming Citations (Sorted by Pagerank)

Showing 42 of 42 citing papers.

Rank Citing Paper Year Venue Pagerank
169 Efficient Exact Set-Similarity Joins 2006 VLDB 0.0002743469
248 Evaluation of entity resolution approaches on real-world match problems 2010 VLDB 0.00023278354
319 Declarative Information Extraction Using Datalog with Embedded Extraction Predicates 2007 VLDB 0.00021377065
493 Data Integration for the Relational Web 2009 VLDB 0.00017558709
528 On Active Learning of Record Matching Packages 2010 SIGMOD 0.00017100838
626 Entity Resolution: Theory, Practice & Open Challenges 2012 VLDB 0.00015656958
917 Data Integration: The Teenage Years 2006 VLDB 0.00013224381
969 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00012892148
1,293 Entity Resolution with Iterative Blocking 2009 SIGMOD 0.00011292804
1,728 Structured Querying of Web Text: A Technical Challenge 2007 CIDR 9.9098087e-05
1,873 A Web of Concepts 2009 PODS 9.5751398e-05
1,897 Exemplar Queries: Give me an Example of What You Need 2014 VLDB 9.5243334e-05
2,410 Leveraging Aggregate Constraints For Deduplication 2007 SIGMOD 8.6126774e-05
2,601 Personal Information Management with Semex 2005 SIGMOD 8.3549555e-05
2,711 Progressive Approach to Relational Entity Resolution 2014 VLDB 8.2178865e-05
2,724 A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data 2007 VLDB 8.2048095e-05
2,782 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.1280264e-05
3,176 Behavior Based Record Linkage 2010 VLDB 7.6655235e-05
3,184 Evaluating Entity Resolution Results 2010 VLDB 7.6575598e-05
3,235 Large-Scale Collective Entity Matching 2011 VLDB 7.6139368e-05
3,251 Keys for Graphs 2015 VLDB 7.5963955e-05
3,509 Learning String Transformations From Examples 2009 VLDB 7.3562691e-05
3,514 On-the-Fly Entity-Aware Query Processing in the Presence of Linkage 2010 VLDB 7.3540873e-05
3,568 MOMA - A Mapping-based Object Matching System 2007 CIDR 7.3021209e-05
4,461 Extracting and Querying a Comprehensive Web Database 2009 CIDR 6.6889881e-05
5,204 QuERy: A Framework for Integrating Entity Resolution with Query Processing 2016 VLDB 6.3187983e-05
5,235 Object-level Vertical Search 2007 CIDR 6.3047329e-05
5,279 Mining Document Collections to Facilitate Accurate Approximate Entity Matching 2009 VLDB 6.2849137e-05
5,492 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 6.2001088e-05
5,695 Incrementally Maintaining Classification using an RDBMS 2011 VLDB 6.1183313e-05
5,830 Exploiting Context Analysis for Combining Multiple Entity Resolution Systems 2009 SIGMOD 6.0734178e-05
5,972 Query-Driven Approach to Entity Resolution 2013 VLDB 6.0237003e-05
6,403 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 5.8859374e-05
6,723 Record Linkage with Uniqueness Constraints and Erroneous Values 2010 VLDB 5.792469e-05
7,083 Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) 2019 VLDB 5.7075402e-05
9,139 iDM: A Unified and Versatile Data Model for Personal Dataspace Management 2006 VLDB 5.3160527e-05
11,262 Enriching Relations with Additional Attributes for ER 2024 VLDB 5.093636e-05
11,532 LACE: A Logical Approach to Collective Entity Resolution 2022 PODS 5.093636e-05
11,733 LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization 2021 VLDB 5.093636e-05
11,953 Holistic Query Evaluation over Information Extraction Pipelines 2018 VLDB 5.093636e-05
12,389 Web Scale Taxonomy Cleansing 2011 VLDB 5.093636e-05
12,619 XClean in Action: A Demonstration of Declarative XML Data Cleaning 2007 CIDR 5.093636e-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
58 The Merge/Purge Problem for Large Databases 1995 SIGMOD 0.00040116748
158 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00028199923
201 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00025558602
306 Eliminating Fuzzy Duplicates in Data Warehouses 2002 VLDB 0.00021839661
2,236 A Platform for Personal Information Management and Integration 2005 CIDR 8.8902064e-05
Previous Page 1 / 1 Next

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