Argonaut: Macrotask Crowdsourcing for Complex Data Processing
Summary: Argonaut automates macrotask crowdsourcing for complex data tasks, with hierarchical reviews and predictive quality models to optimize depth. Deployment in a large structured-data pipeline shows up to 118% more errors detected than random spot-checks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Daniel Haas
- 2. Jason Ansel
- 3. Lydia Gu
- 4. Adam Marcus
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,117 | Crowdsourced Data Management: Overview and Challenges | 2017 | SIGMOD | 4.826509e-05 |
| 11,687 | The Ever Evolving Online Labor Market: Overview, Challenges and Opportunities | 2019 | VLDB | 4.1945683e-05 |
| 11,867 | Collaborative Crowdsourcing with Crowd4U | 2016 | VLDB | 4.1945683e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 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 |
| 263 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00029862413 |
| 267 | Human-powered Sorts and Joins | 2012 | VLDB | 0.00029690405 |
| 489 | Data Curation at Scale: The Data Tamer System | 2013 | CIDR | 0.00022030728 |
| 509 | On Active Learning of Record Matching Packages | 2010 | SIGMOD | 0.00021409518 |
| 587 | Extracting Structured Data from Web Pages | 2003 | SIGMOD | 0.00019648348 |
| 643 | Corleone: Hands-Off Crowdsourcing for Entity Matching | 2014 | SIGMOD | 0.00018754451 |
| 1,242 | Question Selection for Crowd Entity Resolution | 2013 | VLDB | 0.00013096655 |
| 3,067 | CrowdFill: Collecting Structured Data from the Crowd | 2014 | SIGMOD | 7.6180371e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,791 | CrowdDQS: Dynamic Question Selection in Crowdsourcing Systems | 2017 | SIGMOD | 4.1945683e-05 |
| 6,868 | Cost-Effective Data Annotation using Game-Based Crowdsourcing | 2019 | VLDB | 4.9010083e-05 |
| 267 | Human-powered Sorts and Joins | 2012 | VLDB | 0.00029690405 |
| 3,935 | CrowdQ: Crowdsourced Query Understanding | 2013 | CIDR | 6.6163464e-05 |
| 4,185 | Arnold: Declarative Crowd-Machine Data Integration | 2013 | CIDR | 6.3776356e-05 |
| 4,416 | CrowdMatcher: Crowd-Assisted Schema Matching | 2014 | SIGMOD | 6.2039225e-05 |
| 94 | CrowdDB: Answering Queries with Crowdsourcing | 2011 | SIGMOD | 0.00051013264 |
| 11,867 | Collaborative Crowdsourcing with Crowd4U | 2016 | VLDB | 4.1945683e-05 |
| 249 | Crowdsourced Databases: Query Processing with People | 2011 | CIDR | 0.00030740523 |
| 3,322 | iCrowd: An Adaptive Crowdsourcing Framework | 2015 | SIGMOD | 7.2230626e-05 |