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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
0.00013338722
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 0.00018324965
1,044 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012329478
1,472 Crowdsourcing Algorithms for Entity Resolution 2014 VLDB 0.00010553304
1,655 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 9.9694129e-05
1,722 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.7921604e-05
2,475 A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching 2020 SIGMOD 8.4074448e-05
2,830 A Framework for Protecting Worker Location Privacy in Spatial Crowdsourcing 2014 VLDB 7.959157e-05
3,409 Waldo: An Adaptive Human Interface for Crowd Entity Resolution 2017 SIGMOD 7.3230153e-05
3,666 Online Entity Resolution Using an Oracle 2016 VLDB 7.1151622e-05
3,668 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 7.1144218e-05
3,840 QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications 2015 SIGMOD 6.988858e-05
4,053 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.8253348e-05
4,338 Interactive Join Query Inference with JIM 2014 VLDB 6.6506652e-05
4,625 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 6.4948389e-05
4,918 Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments 2017 SIGMOD 6.3523802e-05
5,050 CDB: A Crowd-Powered Database System 2018 VLDB 6.2955765e-05
5,052 BEER: Blocking for Effective Entity Resolution 2021 SIGMOD 6.2949299e-05
5,572 Efficient Algorithms for Crowd-Aided Categorization 2020 VLDB 6.078318e-05
6,400 Human-in-the-loop Data Integration 2017 VLDB 5.7962311e-05
6,633 Budget Constrained Interactive Search for Multiple Targets 2021 VLDB 5.724725e-05
7,043 Human-in-the-loop Outlier Detection 2020 SIGMOD 5.611642e-05
7,054 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 5.6101007e-05
7,230 OASSIS: Query Driven Crowd Mining 2014 SIGMOD 5.5779439e-05
7,377 Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets 2015 VLDB 5.5381227e-05
7,505 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.5057737e-05
7,954 A Natural Language Interface for Querying General and Individual Knowledge 2015 VLDB 5.4182701e-05
8,335 Robust Entity Resolution using Random Graphs 2018 SIGMOD 5.35117e-05
9,459 Ontology Assisted Crowd Mining 2014 VLDB 5.1727984e-05
9,591 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.154741e-05
10,226 tDP: An Optimal-Latency Budget Allocation Strategy for Crowdsourced MAXIMUM Operations 2015 SIGMOD 5.0556452e-05
10,538 In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration 2026 SIGMOD 4.9769913e-05
11,954 Approximation Algorithms for Large Scale Data Analysis 2021 PODS 4.9769913e-05
12,218 A Rating-Ranking Method for Crowdsourced Top-k Computation 2018 SIGMOD 4.9769913e-05
12,241 A Demonstration of PERC: Probabilistic Entity Resolution With Crowd Errors 2018 VLDB 4.9769913e-05
12,320 DOCS: Domain-Aware Crowdsourcing System 2017 VLDB 4.9769913e-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 0.00034670735
198 CrowdER: Crowdsourcing Entity Resolution 2012 VLDB 0.00025546182
266 Human-powered Sorts and Joins 2012 VLDB 0.00022735106
750 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014258988
787 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00013982951
888 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013250185
934 Question Selection for Crowd Entity Resolution 2013 VLDB 0.00012998402
987 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00012655094
1,265 CDAS: A Crowdsourcing Data Analytics System 2012 VLDB 0.00011277921
1,307 Entity Resolution with Iterative Blocking 2009 SIGMOD 0.00011078699
4,519 Arnold: Declarative Crowd-Machine Data Integration 2013 CIDR 6.5602428e-05
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