A Confidence-Aware Top-k Query Processing Toolkit on Crowdsourcing
Summary: Confidence-aware SPR top-k crowdsourcing algorithm embedded in an interactive toolkit for crowdsourced top-k queries. Visual progress, cost estimates, and phase-level breakdown enable budget–quality trade-offs, delivering a unified, user-friendly data-management ranking solution with human-in-the-loop. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Yan Li
- 2. Ngai Meng Kou
- 3. Hao Wang
- 4. Leong Hou U
- 5. Zhiguo Gong
Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 94 | CrowdDB: Answering Queries with Crowdsourcing | 2011 | SIGMOD | 0.00051013264 |
| 249 | Crowdsourced Databases: Query Processing with People | 2011 | CIDR | 0.00030740523 |
| 267 | Human-powered Sorts and Joins | 2012 | VLDB | 0.00029690405 |
| 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 |
| 5,029 | Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments | 2017 | SIGMOD | 5.7502622e-05 |
| 5,450 | Crowdsourcing Applications and Platforms: A Data Management Perspective | 2011 | VLDB | 5.5003491e-05 |
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| 1,808 | Top-k Query Evaluation with Probabilistic Guarantees | 2004 | VLDB | 0.00010486213 |
| 6,387 | Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings | 2018 | VLDB | 5.0851965e-05 |
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