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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
4751
Venue
SIGMOD
Year
2013
Pagerank
0.00013551167
Overall Rank
858 | 94.14%
DOI
10.1145/2463676.2465280

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{wang_sigmod13,
        title = {{Leveraging Transitive Relations for Crowdsourced Joins}},
        author = {Wang, Jiannan and Li, Guoliang and Kraska, Tim and Franklin, Michael J. and Feng, Jianhua},
        series = {{SIGMOD} '13},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2463676.2465280},
        url = {https://dl.acm.org/doi/10.1145/2463676.2465280},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 35 of 35 citing papers.

Rank Citing Paper Year Venue Pagerank
437 Corleone: Hands-Off Crowdsourcing for Entity Matching 2014 SIGMOD 0.00018438165
1,282 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011318115
1,451 Crowdsourcing Algorithms for Entity Resolution 2014 VLDB 0.0001072904
1,645 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 0.00010104266
1,725 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.8893506e-05
2,467 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.5225439e-05
2,790 A Framework for Protecting Worker Location Privacy in Spatial Crowdsourcing 2014 VLDB 8.0955593e-05
3,514 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3329676e-05
3,611 Online Entity Resolution Using an Oracle 2016 VLDB 7.2439411e-05
3,919 QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications 2015 SIGMOD 7.0010378e-05
3,989 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.9505104e-05
4,026 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 6.9287697e-05
4,263 Interactive Join Query Inference with JIM 2014 VLDB 6.7778563e-05
4,561 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.6132141e-05
4,841 Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments 2017 SIGMOD 6.4664279e-05
4,966 BEER: Blocking for Effective Entity Resolution 2021 SIGMOD 6.4075096e-05
5,188 CDB: A Crowd-Powered Database System 2018 VLDB 6.3111292e-05
5,842 Efficient Algorithms for Crowd-Aided Categorization 2020 VLDB 6.0526311e-05
6,309 Human-in-the-loop Data Integration 2017 VLDB 5.9030901e-05
6,933 Human-in-the-loop Outlier Detection 2020 SIGMOD 5.7191408e-05
6,944 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.7175699e-05
7,059 Budget Constrained Interactive Search for Multiple Targets 2021 VLDB 5.7003355e-05
7,120 OASSIS: Query Driven Crowd Mining 2014 SIGMOD 5.684751e-05
7,257 Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets 2015 VLDB 5.644213e-05
7,392 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.6111211e-05
7,823 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.5214488e-05
8,622 Robust Entity Resolution using Random Graphs 2018 SIGMOD 5.38323e-05
9,317 Ontology Assisted Crowd Mining 2014 VLDB 5.2718887e-05
9,442 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.2534872e-05
10,070 tDP: An Optimal-Latency Budget Allocation Strategy for Crowdsourced MAXIMUM Operations 2015 SIGMOD 5.1524913e-05
10,359 In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration 2026 SIGMOD 5.0723324e-05
11,698 Approximation Algorithms for Large Scale Data Analysis 2021 PODS 5.0723324e-05
11,967 A Rating-Ranking Method for Crowdsourced Top-k Computation 2018 SIGMOD 5.0723324e-05
11,991 A Demonstration of PERC: Probabilistic Entity Resolution With Crowd Errors 2018 VLDB 5.0723324e-05
12,073 DOCS: Domain-Aware Crowdsourcing System 2017 VLDB 5.0723324e-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
90 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034853051
195 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00025739651
265 Human-powered Sorts and Joins 2012 VLDB 0.00022866294
745 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014369761
771 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00014154217
872 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013467133
936 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00013068694
1,001 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00012714306
1,276 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011343191
1,295 Entity Resolution with Iterative Blocking 2009 SIGMOD 0.00011265283
4,443 Arnold: Declarative Crowd-Machine Data Integration 2013 CIDR 6.6817391e-05
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