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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
hf320cb199560e505
Venue
SIGMOD
Year
2013
Pagerank
0.00013343705
Overall Rank
871 | 94.15%
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
433 Corleone: Hands-Off Crowdsourcing for Entity Matching 2014 SIGMOD 0.00018332741
1,043 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012335114
1,472 Crowdsourcing Algorithms for Entity Resolution 2014 VLDB 0.00010558263
1,654 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 9.9739611e-05
1,720 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.7965659e-05
2,475 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.410678e-05
2,829 A Framework for Protecting Worker Location Privacy in Spatial Crowdsourcing 2014 VLDB 7.9629265e-05
3,409 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3264601e-05
3,665 Online Entity Resolution Using an Oracle 2016 VLDB 7.1184791e-05
3,695 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 7.092445e-05
3,839 QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications 2015 SIGMOD 6.9921604e-05
4,051 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.8285415e-05
4,338 Interactive Join Query Inference with JIM 2014 VLDB 6.6538006e-05
4,623 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.4978811e-05
4,917 Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments 2017 SIGMOD 6.3553844e-05
5,049 BEER: Blocking for Effective Entity Resolution 2021 SIGMOD 6.297901e-05
5,061 CDB: A Crowd-Powered Database System 2018 VLDB 6.2912543e-05
5,570 Efficient Algorithms for Crowd-Aided Categorization 2020 VLDB 6.0811968e-05
6,397 Human-in-the-loop Data Integration 2017 VLDB 5.7989499e-05
6,629 Budget Constrained Interactive Search for Multiple Targets 2021 VLDB 5.7274363e-05
7,042 Human-in-the-loop Outlier Detection 2020 SIGMOD 5.6142998e-05
7,052 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.6127577e-05
7,228 OASSIS: Query Driven Crowd Mining 2014 SIGMOD 5.5805857e-05
7,371 Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets 2015 VLDB 5.5407456e-05
7,500 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.5083793e-05
7,950 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.4207861e-05
8,328 Robust Entity Resolution using Random Graphs 2018 SIGMOD 5.3537044e-05
9,450 Ontology Assisted Crowd Mining 2014 VLDB 5.1752483e-05
9,583 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.1571823e-05
10,220 tDP: An Optimal-Latency Budget Allocation Strategy for Crowdsourced MAXIMUM Operations 2015 SIGMOD 5.0580396e-05
10,527 In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration 2026 SIGMOD 4.9793485e-05
11,948 Approximation Algorithms for Large Scale Data Analysis 2021 PODS 4.9793485e-05
12,212 A Rating-Ranking Method for Crowdsourced Top-k Computation 2018 SIGMOD 4.9793485e-05
12,235 A Demonstration of PERC: Probabilistic Entity Resolution With Crowd Errors 2018 VLDB 4.9793485e-05
12,314 DOCS: Domain-Aware Crowdsourcing System 2017 VLDB 4.9793485e-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
92 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034672523
198 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00025555196
266 Human-powered Sorts and Joins 2012 VLDB 0.00022739124
749 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014265279
787 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00013988274
888 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013255989
933 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00013004422
987 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00012660627
1,264 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.0001128316
1,307 Entity Resolution with Iterative Blocking 2009 SIGMOD 0.000110838
4,518 Arnold: Declarative Crowd-Machine Data Integration 2013 CIDR 6.5632796e-05
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