A curated list of awesome resources on crowdsourcing, human computation, and online behavioral experiments.
- Crowds
- Prediction Markets
- Competitions
- Crowdfunding
- Software
- Citizen-science experiments & experiential learning
- Conferences
- Tutorials & Advice
- Contributing
Where to find people.
- Amazon Mechanical Turk
- CrowdFlower
- Prime Panels
- Prolific Academic
- UpWork
- TaskRabbit
- clickworker
- OneSpace
Market-based aggregation.
Inducement prize contests.
Funding by many, small contributions.
Microtasks.
Programming with people
Domain-specific tools.
- Kort — Improving OpenStreetMap through gamification.
- Mark-a-Spot — Tracking public civic issues.
- Rekrei — Digital recreation of lost heritage.
Behavioral & social science experiments.
- Bonn Experiment System
- Breadboard
- CogTest
- ConG
- Daemo
- Dallinger
- economic-games
- Econport
- GameWeb
- GXP
- IBSEN
- Inquisit
- jsPsych
- LIONESS Lab
- Metadata Games
- MobLab
- MWert
- Nodegame
- Nodeshot
- OpenSesame
- oTree
- psiTurk
- PsyToolkit
- Seaweed
- SoPHIE
- Stato.de
- tatool
- The Experiment Factory
- TurkServer
- vcweb
- VeconLab
- Wextor
- XTribe
Volunteer science.
- Face Research
- Games with words
- iPsychExpts
- Lab in the wild
- Project Implicit
- TestMyBrain
- Volunteer Science
Teaching tools, experiential learning, and demos
Brain training
Academic and industry conferences.
- HCOMP — AAAI Conference on Human Computation and Crowdsourcing.
- CrowdML — Workshop on crowdsourcing and machine learning.
- COBE — Workshop on crowdsourcing and online behavioral experiments.
- Crowdsourcing Week
- World Wide Web Conference Crowdsourcing Track
- Repeated online panel experiments — Instructions for repeated online panel experiments
How to contribute to this list.
See Contributing