Reading List

Topic Reference Papers

Human Computation and Crowdsourcing

Microtask Platforms

Workers & Wages

Human Annotation for AI

Human Computation Workflow

Crowd-Machine Systems

Real-time Crowdsourcing: Sync With Users

Real-time Crowdsourcing: Sync With Fast-Paced Systems

Crowd Writing

Crowd-Powered Design & Critique

Challenges and Threats

Disagreement and Ambiguity
Citizen Science
  • Galaxy Zoo: morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey
  • LabintheWild: Conducting large-scale online experiments with uncompensated samples
  • eBird: A citizen-based bird observation network in the biological sciences
  • Predicting protein structures with a multiplayer online game
Learnersourcing, Selfsourcing, and Friendsourcing

Extended Reading List

Topic Readings
Mobile Crowd Sensing
Cost-Time-Quality Optimization
Behavioral Research

Books and Courses about Crowdsourcing