An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems
Summary: Online cost-aware framework for crowdsourcing estimates marginal profit in real time and terminates questions when future profit is non-positive. Introduces linear and generalized nonlinear profit models, enables batch HIT publication, and outperforms state-of-the-art on MTurk tasks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jinyang Gao
- 2. Xuan Liu
- 3. Beng Chin Ooi
- 4. Haixun Wang
- 5. Gang Chen
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,263 | QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications | 2015 | SIGMOD | 7.3097573e-05 |
| 3,773 | Cleaning Crowdsourced Labels Using Oracles for Statistical Classification | 2019 | VLDB | 6.7758649e-05 |
| 8,056 | Where To: Crowd-Aided Path Selection | 2014 | VLDB | 4.5946189e-05 |
| 9,868 | gMission: A General Spatial Crowdsourcing Platform | 2014 | VLDB | 4.2675549e-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 |
|---|---|---|---|---|
| 94 | CrowdDB: Answering Queries with Crowdsourcing | 2011 | SIGMOD | 0.00051013264 |
| 119 | Answering Queries using Humans, Algorithms and Databases | 2011 | CIDR | 0.0004564788 |
| 249 | Crowdsourced Databases: Query Processing with People | 2011 | CIDR | 0.00030740523 |
| 263 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00029862413 |
| 697 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB | 0.00018043655 |
| 859 | So Who Won? Dynamic Max Discovery with the Crowd | 2012 | SIGMOD | 0.00015870894 |
| 1,164 | CrowdScreen: Algorithms for Filtering Data with Humans | 2012 | SIGMOD | 0.00013564823 |
| 1,491 | CDAS: A Crowdsourcing Data Analytics System | 2012 | VLDB | 0.00011694982 |
| 1,885 | CrowdDB: Query Processing with the VLDB Crowd | 2011 | VLDB | 0.0001021098 |
| 2,123 | Demonstration of Qurk: A Query Processor for Human Operators | 2011 | SIGMOD | 9.4945521e-05 |
| 7,572 | Pushing the Boundaries of Crowd-enabled Databases with Query-driven Schema Expansion | 2012 | VLDB | 4.7075553e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,707 | A Rating-Ranking Method for Crowdsourced Top-k Computation | 2018 | SIGMOD | 4.1945683e-05 |
| 11,372 | Decentralized Crowdsourcing for Human Intelligence Tasks with Efficient On-Chain Cost | 2022 | VLDB | 4.1945683e-05 |
| 2,937 | Truth Inference in Crowdsourcing: Is the Problem Solved? | 2017 | VLDB | 7.853108e-05 |
| 1,164 | CrowdScreen: Algorithms for Filtering Data with Humans | 2012 | SIGMOD | 0.00013564823 |
| 1,491 | CDAS: A Crowdsourcing Data Analytics System | 2012 | VLDB | 0.00011694982 |
| 4,479 | Optimal Crowd-Powered Rating and Filtering Algorithms | 2014 | VLDB | 6.149053e-05 |
| 3,118 | Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning | 2015 | VLDB | 7.5379338e-05 |
| 11,902 | The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing | 2015 | SIGMOD | 4.1945683e-05 |
| 8,362 | Minimizing Efforts in Validating Crowd Answers | 2015 | SIGMOD | 4.5366717e-05 |
| 5,734 | Efficient Algorithms for Crowd-Aided Categorization | 2020 | VLDB | 5.3482904e-05 |