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 |
|---|---|---|---|---|
| 3,268 | QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications | 2015 | SIGMOD | 7.3027561e-05 |
| 3,767 | Cleaning Crowdsourced Labels Using Oracles for Statistical Classification | 2019 | VLDB | 6.7748725e-05 |
| 8,062 | Where To: Crowd-Aided Path Selection | 2014 | VLDB | 4.5902135e-05 |
| 9,867 | gMission: A General Spatial Crowdsourcing Platform | 2014 | VLDB | 4.2634671e-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 | 0.00051273089 |
| 118 | Answering Queries using Humans, Algorithms and Databases | 2011 | CIDR | 0.00045860394 |
| 246 | Crowdsourced Databases: Query Processing with People | 2011 | CIDR | 0.00030952631 |
| 265 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00029904018 |
| 691 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB | 0.00018068414 |
| 854 | So Who Won? Dynamic Max Discovery with the Crowd | 2012 | SIGMOD | 0.00015879917 |
| 1,154 | CrowdScreen: Algorithms for Filtering Data with Humans | 2012 | SIGMOD | 0.00013616867 |
| 1,491 | CDAS: A Crowdsourcing Data Analytics System | 2012 | VLDB | 0.00011685731 |
| 1,883 | CrowdDB: Query Processing with the VLDB Crowd | 2011 | VLDB | 0.00010208032 |
| 2,121 | Demonstration of Qurk: A Query Processor for Human Operators | 2011 | SIGMOD | 9.4930973e-05 |
| 7,577 | Pushing the Boundaries of Crowd-enabled Databases with Query-driven Schema Expansion | 2012 | VLDB | 4.703047e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,713 | A Rating-Ranking Method for Crowdsourced Top-k Computation | 2018 | SIGMOD | 4.1905499e-05 |
| 11,374 | Decentralized Crowdsourcing for Human Intelligence Tasks with Efficient On-Chain Cost | 2022 | VLDB | 4.1905499e-05 |
| 2,944 | Truth Inference in Crowdsourcing: Is the Problem Solved? | 2017 | VLDB | 7.8457167e-05 |
| 1,154 | CrowdScreen: Algorithms for Filtering Data with Humans | 2012 | SIGMOD | 0.00013616867 |
| 1,491 | CDAS: A Crowdsourcing Data Analytics System | 2012 | VLDB | 0.00011685731 |
| 4,483 | Optimal Crowd-Powered Rating and Filtering Algorithms | 2014 | VLDB | 6.1431599e-05 |
| 3,020 | Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning | 2015 | VLDB | 7.6987905e-05 |
| 11,910 | The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing | 2015 | SIGMOD | 4.1905499e-05 |
| 8,358 | Minimizing Efforts in Validating Crowd Answers | 2015 | SIGMOD | 4.5324924e-05 |
| 5,744 | Efficient Algorithms for Crowd-Aided Categorization | 2020 | VLDB | 5.343155e-05 |