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Leveraging Transitive Relations for Crowdsourced Joins

Summary: Exploits transitive relations to prune crowdsourced join labeling, avoiding implied pairs. Hybridizes transitive-relations with crowdsourcing, using an optimal labeling order and parallel labeling to cut cost/time with minimal quality loss. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4690
Venue
SIGMOD
Year
2013
Pagerank
0.00015793243
Overall Rank
863 | 94.01%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 35 of 35 citing papers.

Rank Citing Paper Year Venue Pagerank
641 Corleone: Hands-Off Crowdsourcing for Entity Matching 2014 SIGMOD 0.00018759417
1,629 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011073148
1,842 Crowdsourcing Algorithms for Entity Resolution 2014 VLDB 0.00010342022
2,176 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 9.3729351e-05
2,177 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.371335e-05
2,185 A Framework for Protecting Worker Location Privacy in Spatial Crowdsourcing 2014 VLDB 9.3470658e-05
2,758 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.1668285e-05
3,268 QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications 2015 SIGMOD 7.3027561e-05
3,803 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 6.7498941e-05
4,101 Online Entity Resolution Using an Oracle 2016 VLDB 6.4462498e-05
4,112 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 6.4329055e-05
4,419 Interactive Join Query Inference with JIM 2014 VLDB 6.1948404e-05
4,617 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.0400801e-05
4,965 BEER: Blocking for Effective Entity Resolution 2021 SIGMOD 5.7951166e-05
5,029 Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments 2017 SIGMOD 5.7447454e-05
5,254 CDB: A Crowd-Powered Database System 2018 VLDB 5.5991922e-05
5,369 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 5.5436995e-05
5,744 Efficient Algorithms for Crowd-Aided Categorization 2020 VLDB 5.343155e-05
6,583 Budget Constrained Interactive Search for Multiple Targets 2021 VLDB 4.9979684e-05
6,873 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 4.8963037e-05
7,025 Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets 2015 VLDB 4.8530001e-05
7,116 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 4.8219732e-05
7,224 OASSIS: Query Driven Crowd Mining 2014 SIGMOD 4.791302e-05
7,580 Human-in-the-loop Outlier Detection 2020 SIGMOD 4.7023767e-05
7,667 Human-in-the-loop Data Integration 2017 VLDB 4.6791871e-05
7,780 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 4.6489024e-05
8,503 Robust Entity Resolution using Random Graphs 2018 SIGMOD 4.4916115e-05
9,214 Ontology Assisted Crowd Mining 2014 VLDB 4.3680645e-05
9,866 tDP: An Optimal-Latency Budget Allocation Strategy for Crowdsourced MAXIMUM Operations 2015 SIGMOD 4.2634671e-05
10,022 In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration 2026 SIGMOD 4.1905499e-05
11,446 Approximation Algorithms for Large Scale Data Analysis 2021 PODS 4.1905499e-05
11,713 A Rating-Ranking Method for Crowdsourced Top-k Computation 2018 SIGMOD 4.1905499e-05
11,738 A Demonstration of PERC: Probabilistic Entity Resolution With Crowd Errors 2018 VLDB 4.1905499e-05
11,796 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 4.1905499e-05
11,824 DOCS: Domain-Aware Crowdsourcing System 2017 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank Cited Paper Year Venue Pagerank
94 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00051273089
265 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00029904018
266 Human-powered Sorts and Joins 2012 VLDB 0.00029884758
686 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018107664
691 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00018068414
854 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00015879917
1,154 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00013616867
1,242 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00013088272
1,408 Entity Resolution with Iterative Blocking 2009 SIGMOD 0.00012162791
1,491 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011685731
4,181 Arnold: Declarative Crowd-Machine Data Integration 2013 CIDR 6.3725128e-05
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