DBScholar

Back to papers

Crowd-Based Deduplication: An Adaptive Approach

Summary: ACD adapts correlation clustering to crowd-based deduplication, with techniques to speed crowd work and postprocess for higher accuracy. MTurk experiments show higher precision than state-of-the-art with moderate crowdsourcing overhead. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hf118897ce182919e
Venue
SIGMOD
Year
2015
Pagerank
6.8062505e-05
Overall Rank
4,074 | 72.70%
DOI
10.1145/2723372.2723739

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{wang_sigmod15,
        title = {{Crowd-Based Deduplication: An Adaptive Approach}},
        author = {Wang, Sibo and Xiao, Xiaokui and Lee, Chun-Hee},
        series = {{SIGMOD} '15},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2723372.2723739},
        url = {https://dl.acm.org/doi/10.1145/2723372.2723739},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank Citing Paper Year Venue Pagerank
2,476 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.3932405e-05
3,414 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3058225e-05
4,626 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.480594e-05
6,404 Human-in-the-loop Data Integration 2017 VLDB 5.7797097e-05
6,791 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.6647309e-05
7,074 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.5915502e-05
9,617 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.1376962e-05
10,280 Towards Interpretable and Learnable Risk Analysis for Entity Resolution 2020 SIGMOD 5.0334833e-05
10,539 Generalized Entity Matching with Adaptivity via Large Language Models 2026 SIGMOD 4.9605343e-05
10,604 In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration 2026 SIGMOD 4.9605343e-05
10,651 LLM-Powered Interactive Graph Search: A Scalable and Practical Approach 2026 SIGMOD 4.9605343e-05
12,284 A Demonstration of PERC: Probabilistic Entity Resolution With Crowd Errors 2018 VLDB 4.9605343e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank Cited Paper Year Venue Pagerank
60 The Merge/Purge Problem for Large Databases 1995 SIGMOD 0.00039343755
92 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034613457
164 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.00027451323
199 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.0002551523
266 Human-powered Sorts and Joins 2012 VLDB 0.00022701006
434 Corleone: Hands-Off Crowdsourcing for Entity Matching 2014 SIGMOD 0.00018323777
535 On Active Learning of Record Matching Packages 2010 SIGMOD 0.00016768308
754 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014226032
873 Leveraging Transitive Relations for Crowdsourced Joins 2013 SIGMOD 0.00013306946
886 Framework for Evaluating Clustering Algorithms in Duplicate Detection 2009 VLDB 0.00013215874
890 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013212032
932 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00012981731
991 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00012632003
1,267 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011253716
1,473 Crowdsourcing Algorithms for Entity Resolution 2014 VLDB 0.0001052886
1,861 CrowdDB: Query Processing with the VLDB Crowd 2011 VLDB 9.4694034e-05
2,842 Crowd Mining 2013 SIGMOD 7.9345347e-05
4,537 Arnold: Declarative Crowd-Machine Data Integration 2013 CIDR 6.5399966e-05
5,961 Exploiting Context Analysis for Combining Multiple Entity Resolution Systems 2009 SIGMOD 5.9157271e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 9,617 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD
2 4,673 CrowdMatcher: Crowd-Assisted Schema Matching 2014 SIGMOD
3 199 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB
4 5,544 MDedup: Duplicate Detection with Matching Dependencies 2020 VLDB
5 308 Eliminating Fuzzy Duplicates in Data Warehouses 2002 VLDB
6 1,283 Fusing Data with Correlations 2014 SIGMOD
7 3,437 Modeling and Querying Possible Repairs in Duplicate Detection 2009 VLDB
8 886 Framework for Evaluating Clustering Algorithms in Duplicate Detection 2009 VLDB
9 2,954 Distributed Data Deduplication 2016 VLDB
10 2,469 Leveraging Aggregate Constraints For Deduplication 2007 SIGMOD