Crowdsourcing Practice for Efficient Data Labeling: Aggregation, Incremental Relabeling, and Pricing
Summary: Tutorial linking theory and industry practice in crowdsourced data labeling from Yandex. Focuses on aggregation, incremental relabeling, and dynamic pricing, with real marketplace demos and practical guidance for efficient, high-quality labeling. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,538 | Quality of Sentiment Analysis Tools: The Reasons of Inconsistency | 2021 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,734 | Efficient Algorithms for Crowd-Aided Categorization | 2020 | VLDB | 5.3482904e-05 |
| 4,827 | An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems | 2013 | SIGMOD | 5.8938399e-05 |
| 5,450 | Crowdsourcing Applications and Platforms: A Data Management Perspective | 2011 | VLDB | 5.5003491e-05 |
| 5,405 | Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective | 2015 | VLDB | 5.5257718e-05 |
| 13,464 | Designing a Scalable Crowdsourcing Platform | 2012 | SIGMOD | - |
| 6,868 | Cost-Effective Data Annotation using Game-Based Crowdsourcing | 2019 | VLDB | 4.9010083e-05 |
| 3,118 | Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning | 2015 | VLDB | 7.5379338e-05 |
| 12,113 | Mob Data Sourcing | 2012 | SIGMOD | 4.1945683e-05 |
| 7,117 | Crowdsourced Data Management: Overview and Challenges | 2017 | SIGMOD | 4.826509e-05 |
| 8,343 | CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling | 2019 | SIGMOD | 4.5429217e-05 |