Human Factors in Crowdsourcing
Summary: Tutorial synthesizing organizational psychology and crowdsourcing algorithms around motivation, team formation, and worker profiling. Identifies how human factors can improve worker experience, throughput, and quality for both microtasks and collaborative tasks. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sihem Amer-Yahia (National Centre for Scientific Research; University Grenoble Alps)
- 2. Senjuti Basu Roy (New Jersey Institute of Technology)
BibTeX Citation
@article{ameryahia_vldb16,
title = {{Human Factors in Crowdsourcing}},
author = {Amer-Yahia, Sihem and Roy, Senjuti Basu},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {13},
pages = {1615--1618},
doi = {10.14778/3007263.3007323},
url = {https://doi.org/10.14778/3007263.3007323},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,357 | Crowdsourced Data Management: Overview and Challenges | 2017 | SIGMOD | 5.6346837e-05 |
| 11,848 | Data Pipelines for User Group Analytics | 2019 | SIGMOD | 5.093636e-05 |
| 11,882 | The Ever Evolving Online Labor Market: Overview, Challenges and Opportunities | 2019 | VLDB | 5.093636e-05 |
| 11,925 | Crowdsourcing Analytics with CrowdCur | 2018 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,314 | Finish Them!: Pricing Algorithms for Human Computation | 2014 | VLDB | 7.5279588e-05 |
| 6,311 | Worker Skill Estimation in Team-Based Tasks | 2015 | VLDB | 5.9175619e-05 |
| 12,068 | Collaborative Crowdsourcing with Crowd4U | 2016 | VLDB | 5.093636e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,101 | The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing | 2015 | SIGMOD |
| 2 | 5,343 | Crowdsourcing Applications and Platforms: A Data Management Perspective | 2011 | VLDB |
| 3 | 7,222 | Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets | 2015 | VLDB |
| 4 | 11,925 | Crowdsourcing Analytics with CrowdCur | 2018 | SIGMOD |
| 5 | 7,357 | Crowdsourced Data Management: Overview and Challenges | 2017 | SIGMOD |
| 6 | 12,017 | Spatial Crowdsourcing: Challenges, Techniques, and Applications | 2017 | VLDB |
| 7 | 6,097 | Crowds, Clouds, and Algorithms: Exploring the Human Side of "Big Data" Applications | 2010 | SIGMOD |
| 8 | 12,310 | Mob Data Sourcing | 2012 | SIGMOD |
| 9 | 12,068 | Collaborative Crowdsourcing with Crowd4U | 2016 | VLDB |
| 10 | 8,807 | Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace | 2017 | VLDB |