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CrowdER: Crowdsourcing Entity Resolution

Summary: CrowdER uses a machine-driven coarse pass to prune candidate pairs, saving human effort. Minimizing verification batches is NP-hard; a two-tiered batched-heuristic yields efficient, accurate results, demonstrated on real datasets via crowdsourcing. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10385
Venue
VLDB
Year
2012
Pagerank
0.00025937231
Overall Rank
195 | 98.65%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 50 of 71 citing papers.

Rank Citing Paper Year Venue Pagerank
148 Deep Entity Matching with Pre-Trained Language Models 2021 VLDB 0.00029393909
181 Deep Learning for Entity Matching: A Design Space Exploration 2018 SIGMOD 0.00026923442
420 Can Foundation Models Wrangle Your Data? 2023 VLDB 0.00018824506
451 Corleone: Hands-Off Crowdsourcing for Entity Matching 2014 SIGMOD 0.00018316217
508 Distributed Representations of Tuples for Entity Resolution 2018 VLDB 0.00017344981
835 Leveraging Transitive Relations for Crowdsourced Joins 2013 SIGMOD 0.00013767635
922 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00013260695
1,146 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012062353
1,375 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011088068
1,423 Crowdsourcing Algorithms for Entity Resolution 2014 VLDB 0.00010923204
1,466 Synthesizing Entity Matching Rules by Examples 2018 VLDB 0.00010758302
1,631 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 0.0001023042
1,758 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.9011485e-05
2,455 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.627964e-05
2,537 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.5145166e-05
2,593 Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning 2015 VLDB 8.4369399e-05
2,673 Progressive Approach to Relational Entity Resolution 2014 VLDB 8.3296782e-05
2,971 Leveraging Set Relations in Exact Set Similarity Join 2017 VLDB 7.95959e-05
3,215 iCrowd: An Adaptive Crowdsourcing Framework 2015 SIGMOD 7.7024968e-05
3,273 Finish Them!: Pricing Algorithms for Human Computation 2014 VLDB 7.636934e-05
3,360 Truth Inference in Crowdsourcing: Is the Problem Solved? 2017 VLDB 7.5480966e-05
3,377 Cleaning Crowdsourced Labels Using Oracles for Statistical Classification 2019 VLDB 7.5329861e-05
3,399 An Efficient Partition Based Method for Exact Set Similarity Joins 2016 VLDB 7.5167701e-05
3,450 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.4754301e-05
3,562 Online Entity Resolution Using an Oracle 2016 VLDB 7.3688303e-05
3,614 NADEEF/ER: Generic and Interactive Entity Resolution 2014 SIGMOD 7.3242655e-05
3,852 Optimal Crowd-Powered Rating and Filtering Algorithms 2014 VLDB 7.1244434e-05
3,935 CLAMShell: Speeding up Crowds for Low-latency Data Labeling 2016 VLDB 7.0742432e-05
3,951 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 7.0687525e-05
4,116 QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications 2015 SIGMOD 6.9545589e-05
4,207 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 6.8969086e-05
4,365 Arnold: Declarative Crowd-Machine Data Integration 2013 CIDR 6.8094389e-05
4,495 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 6.7265248e-05
4,759 Deep Indexed Active Learning for Matching Heterogeneous Entity Representations 2022 VLDB 6.5919396e-05
4,835 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.55369e-05
4,861 Entity Resolution with Hierarchical Graph Attention Networks 2022 SIGMOD 6.5387243e-05
5,085 An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems 2013 SIGMOD 6.4366515e-05
5,126 Argonaut: Macrotask Crowdsourcing for Complex Data Processing 2015 VLDB 6.4180375e-05
5,259 Explaining Repaired Data with CFDs 2018 VLDB 6.3656293e-05
5,726 Efficient Algorithms for Crowd-Aided Categorization 2020 VLDB 6.172187e-05
5,951 On Uncertain Graphs Modeling and Queries 2015 VLDB 6.0919742e-05
6,797 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.8305073e-05
6,813 Qualitative Data Cleaning 2016 VLDB 5.8246163e-05
6,897 Answering Planning Queries with the Crowd 2013 VLDB 5.8136058e-05
6,903 Budget Constrained Interactive Search for Multiple Targets 2021 VLDB 5.8129325e-05
6,968 OASSIS: Query Driven Crowd Mining 2014 SIGMOD 5.7969843e-05
6,971 Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) 2019 VLDB 5.7959369e-05
7,102 Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets 2015 VLDB 5.7557015e-05
7,240 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.7186285e-05
7,360 Human-in-the-loop Data Integration 2017 VLDB 5.6924971e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank Cited Paper Year Venue Pagerank
92 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00035112703
250 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00023506282
261 Human-powered Sorts and Joins 2012 VLDB 0.00023143782
269 Evaluation of entity resolution approaches on real-world match problems 2010 VLDB 0.00022959465
538 On Active Learning of Record Matching Packages 2010 SIGMOD 0.00016945549
843 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.0001371047
1,783 CrowdDB: Query Processing with the VLDB Crowd 2011 VLDB 9.8490419e-05
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