DBScholar

Back to papers

CrowdScreen: Algorithms for Filtering Data with Humans

Summary: Formalizes crowdsourced data filtering via human-verifiable properties; defines variants. Proposes deterministic/probabilistic algorithms to minimize question cost and error, with empirical gains over heuristics for integration into human-in-the-loop queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4599
Venue
SIGMOD
Year
2012
Pagerank
0.00012755983
Overall Rank
997 | 93.17%
DOI
10.1145/2213836.2213878

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{parameswaran_sigmod12,
        title = {{CrowdScreen: Algorithms for Filtering Data with Humans}},
        author = {Parameswaran, Aditya and Garcia-Molina, Hector and Park, Hyunjung and Polyzotis, Neoklis and Ramesh, Aditya and Widom, Jennifer},
        series = {{SIGMOD} '12},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2213836.2213878},
        url = {https://dl.acm.org/doi/10.1145/2213836.2213878},
        year = {2012}
}

Incoming Citations (Sorted by Pagerank)

Showing 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
852 Leveraging Transitive Relations for Crowdsourced Joins 2013 SIGMOD 0.00013604253
1,323 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011152602
1,643 Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services 2017 SIGMOD 0.00010134956
1,910 Counting with the Crowd 2013 VLDB 9.4972788e-05
2,559 dbTouch: Analytics at your Fingertips 2013 CIDR 8.4156672e-05
2,570 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.4061164e-05
2,626 Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning 2015 VLDB 8.3291889e-05
3,231 Truth Inference in Crowdsourcing: Is the Problem Solved? 2017 VLDB 7.6191767e-05
3,262 iCrowd: An Adaptive Crowdsourcing Framework 2015 SIGMOD 7.5846052e-05
3,314 Finish Them!: Pricing Algorithms for Human Computation 2014 VLDB 7.5279588e-05
3,904 QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications 2015 SIGMOD 7.0304212e-05
3,914 Optimal Crowd-Powered Rating and Filtering Algorithms 2014 VLDB 7.0204052e-05
3,983 Crowd-Based Deduplication: An Adaptive Approach 2015 SIGMOD 6.9739851e-05
4,050 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 6.9368666e-05
4,428 Arnold: Declarative Crowd-Machine Data Integration 2013 CIDR 6.7094035e-05
5,143 An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems 2013 SIGMOD 6.3476753e-05
5,813 Efficient Algorithms for Crowd-Aided Categorization 2020 VLDB 6.0780519e-05
7,018 Answering Planning Queries with the Crowd 2013 VLDB 5.7251004e-05
7,021 Budget Constrained Interactive Search for Multiple Targets 2021 VLDB 5.7242766e-05
7,081 OASSIS: Query Driven Crowd Mining 2014 SIGMOD 5.7086247e-05
7,222 Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets 2015 VLDB 5.6679185e-05
7,313 Interactive Graph Search 2019 SIGMOD 5.6480084e-05
7,357 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 5.6346837e-05
7,493 Human-in-the-loop Data Integration 2017 VLDB 5.6046905e-05
7,665 Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker Setting 2016 SIGMOD 5.5718685e-05
7,989 Where To: Crowd-Aided Path Selection 2014 VLDB 5.5111036e-05
9,346 DataSift: A Crowd-Powered Search Toolkit 2014 SIGMOD 5.2844452e-05
9,401 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 5.2755515e-05
9,812 Interactive Graph Search for Multiple Targets on DAGs 2025 VLDB 5.214913e-05
10,031 tDP: An Optimal-Latency Budget Allocation Strategy for Crowdsourced MAXIMUM Operations 2015 SIGMOD 5.1741314e-05
10,382 LLM-Powered Interactive Graph Search: A Scalable and Practical Approach 2026 SIGMOD 5.093636e-05
11,912 A Rating-Ranking Method for Crowdsourced Top-k Computation 2018 SIGMOD 5.093636e-05
11,995 CrowdDQS: Dynamic Question Selection in Crowdsourcing Systems 2017 SIGMOD 5.093636e-05
12,019 DOCS: Domain-Aware Crowdsourcing System 2017 VLDB 5.093636e-05
12,101 The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing 2015 SIGMOD 5.093636e-05
12,262 Mobility and Social Networking: A Data Management Perspective 2013 VLDB 5.093636e-05
Previous Page 1 / 1 Next

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
90 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034951786
250 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.00023261164
251 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00023261113
265 Human-powered Sorts and Joins 2012 VLDB 0.00022935368
767 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00014208622
1,810 CrowdDB: Query Processing with the VLDB Crowd 2011 VLDB 9.7021022e-05
2,165 Demonstration of Qurk: A Query Processor for Human Operators 2011 SIGMOD 9.0507521e-05
Previous Page 1 / 1 Next

Semantically Similar Papers