A Confidence-Aware Top-k Query Processing Toolkit on Crowdsourcing
Summary: Interactive toolkit for crowdsourced top-k queries, centered on the confidence-aware SPR algorithm. Visualizes progress and phase-level monetary costs, enabling users to trade off budget against ranking quality. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Yan Li (University of Macau)
- 2. Ngai Meng Kou (University of Macau)
- 3. Hao Wang (Nanjing University)
- 4. Leong Hou U (University of Macau)
- 5. Zhiguo Gong (University of Macau)
BibTeX Citation
@article{li_vldb17,
title = {{A Confidence-Aware Top-k Query Processing Toolkit on Crowdsourcing}},
author = {Li, Yan and Kou, Ngai Meng and Wang, Hao and U, Leong Hou and Gong, Zhiguo},
journal = {PVLDB},
series = {{VLDB} '17},
volume = {10},
number = {12},
pages = {1909--1912},
doi = {10.14778/3137765.3137806},
url = {https://doi.org/10.14778/3137765.3137806},
year = {2017}
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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 |
|---|---|---|---|---|
| 90 | CrowdDB: Answering Queries with Crowdsourcing | 2011 | SIGMOD | 0.00034951786 |
| 251 | Crowdsourced Databases: Query Processing with People | 2011 | CIDR | 0.00023261113 |
| 265 | Human-powered Sorts and Joins | 2012 | VLDB | 0.00022935368 |
| 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 |
| 4,821 | Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments | 2017 | SIGMOD | 6.4935866e-05 |
| 5,343 | Crowdsourcing Applications and Platforms: A Data Management Perspective | 2011 | VLDB | 6.259258e-05 |
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