Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/suchow/awesome-crowds
A curated list of awesome resources on crowdsourcing, human computation, and online behavioral experiments.
https://github.com/suchow/awesome-crowds
List: awesome-crowds
citizen-science crowdfunding crowdsourcing experiments games prediction-markets
Last synced: 23 days ago
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A curated list of awesome resources on crowdsourcing, human computation, and online behavioral experiments.
- Host: GitHub
- URL: https://github.com/suchow/awesome-crowds
- Owner: suchow
- License: mit
- Created: 2016-10-05T18:40:11.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-01-20T04:27:18.000Z (almost 7 years ago)
- Last Synced: 2024-05-21T05:01:47.378Z (6 months ago)
- Topics: citizen-science, crowdfunding, crowdsourcing, experiments, games, prediction-markets
- Homepage:
- Size: 13.7 KB
- Stars: 44
- Watchers: 12
- Forks: 9
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
- ultimate-awesome - awesome-crowds - A curated list of awesome resources on crowdsourcing, human computation, and online behavioral experiments. (Other Lists / PowerShell Lists)
README
# Awesome crowdsourcing, human computation, & online behavioral experiments [](https://github.com/sindresorhus/awesome)
A curated list of awesome resources on crowdsourcing, human computation, and online behavioral experiments.
- [Crowds](#crowds)
- [Prediction Markets](#prediction-markets)
- [Competitions](#competitions)
- [Crowdfunding](#crowdfunding)
- [Software](#software)
- [Citizen-science experiments & experiential learning](#citizen-science-experiments-&-experiential-learning)
- [Conferences](#conferences)
- [Tutorials & Advice](#tutorials-&-advice)
- [Contributing](#contributing)
---
## Crowds
**Where to find people.**
- [Amazon Mechanical Turk](https://www.mturk.com/mturk/welcome)
- [CrowdFlower](https://www.crowdflower.com/)
- [Prime Panels](https://www.turkprime.com/Service/PrimePanels)
- [Prolific Academic](https://prolific.ac/)
- [UpWork](https://www.upwork.com/)
- [TaskRabbit](https://www.taskrabbit.com/)
- [clickworker](http://clickworker.com/)
- [OneSpace](https://www.onespace.com)
## Prediction markets
**Market-based aggregation.**
- [Augur](https://www.augur.net/)
- [Pivit](http://www.pivit.io/)
- [PredictIt](https://www.predictit.org/)
## Competitions
**Inducement prize contests.**
- [Kaggle](https://www.kaggle.com/)
- [Netflix Prize](http://www.netflixprize.com/)
- [99 Designs](http://99designs.com/)
## Crowdfunding
**Funding by many, small contributions.**
- [gofundme](https://www.gofundme.com/)
- [Indiegogo](https://www.indiegogo.com/)
- [Kickstarter](https://www.kickstarter.com/)
- [Kiva](https://www.kiva.org/)
- [Patreon](https://www.patreon.com/)
## Software
**Microtasks.**
- [Clockwork Raven](http://twitter.github.io/clockworkraven/)
- [cloudfactory](https://www.cloudfactory.com/)
- [CrowdForge](http://smus.com/crowdforge/)
- [Hive](https://github.com/nytlabs/hive)
- [OneSpace](https://www.onespace.com/)
- [Orchestra](http://orchestra.b12.io/)
- [pybossa](http://pybossa.com/)
- [Testable](http://www.testable.org/)
- [turksurveyor](https://code.google.com/archive/p/turksurveyor/)
- [Vulyk](https://vulyk.readthedocs.io/)
**Programming with people**
- [Automan](http://dbarowy.github.io/AutoMan/)
- [TurKit](http://groups.csail.mit.edu/uid/turkit/)
- [VoxPL](https://www.microsoft.com/en-us/research/publication/voxpl-programming-wisdom-crowd/)
**Domain-specific tools.**
- [Kort](https://github.com/kort/kort) — Improving OpenStreetMap through gamification.
- [Mark-a-Spot](https://github.com/markaspot/mark-a-spot) — Tracking public civic issues.
- [Rekrei](https://github.com/rekrei/rekrei) — Digital recreation of lost heritage.
**Behavioral & social science experiments.**
- [Bonn Experiment System](http://boxs.uni-bonn.de/)
- [Breadboard](http://breadboard.yale.edu)
- [CogTest](http://cogtest.com/home.html)
- [ConG](https://leeps.ucsc.edu/cong)
- [Daemo](http://crowdresearch.stanford.edu/)
- [Dallinger](http://docs.dallinger.io/)
- [economic-games](http://economics-games.com/games)
- [Econport](http://econport.org/econport/request?page=web_home)
- [GameWeb](http://gameweb.sourceforge.net/)
- [GXP](http://gxp.world/)
- [IBSEN](http://ibsen-h2020.eu/)
- [Inquisit](http://www.millisecond.com/)
- [jsPsych](http://www.jspsych.org/)
- [LIONESS Lab](http://lioness.classex.de/)
- [Metadata Games](http://www.metadatagames.org/)
- [MobLab](https://www.moblab.com/)
- [MWert](https://github.com/hawkrobe/MWERT)
- [Nodegame](http://nodegame.org/)
- [Nodeshot](http://docs.nodeshot.org/en/latest/)
- [OpenSesame](http://osdoc.cogsci.nl/)
- [oTree](http://www.otree.org/)
- [psiTurk](https://psiturk.org/)
- [PsyToolkit](http://www.psytoolkit.org/experiment-library/)
- [Seaweed](http://dl.acm.org/citation.cfm?id=1600162)
- [SoPHIE](https://www.sophie.uni-osnabrueck.de/)
- [Stato.de](http://stato.de/)
- [tatool](http://www.tatool-web.com/#/)
- [The Experiment Factory](https://expfactory.github.io/)
- [TurkServer](http://turkserver.readthedocs.io/en/latest/)
- [vcweb](https://github.com/virtualcommons/vcweb)
- [VeconLab](http://veconlab.econ.virginia.edu/admin.htm)
- [Wextor](http://wextor.org/wextor/en/)
- [XTribe](http://www.xtribe.eu/)
## Citizen-science experiments & experiential learning
**Volunteer science.**
- [Face Research](http://www.faceresearch.org/)
- [Games with words](http://gameswithwords.org/)
- [iPsychExpts](http://www.ipsychexpts.com/)
- [Lab in the wild](http://labinthewild.org/)
- [Project Implicit](https://implicit.harvard.edu/implicit/takeatest.html)
- [TestMyBrain](http://testmybrain.org/)
- [Volunteer Science](https://volunteerscience.com/)
**Teaching tools, experiential learning, and demos**
- [Cambrige Brain Sciences](http://www.cambridgebrainsciences.com/)
- [GoCognitive](http://gocognitive.net/)
- [Online Psychology Laboratory](http://opl.apa.org/)
- [TELLab](http://tellab.fas.harvard.edu/)
**Brain training**
- [brainHQ](https://www.brainhq.com)
- [Lumosity](https://www.lumosity.com/)
- [NeuroNation](https://www.neuronation.com/)
## Conferences
**Academic and industry conferences.**
- [HCOMP](http://www.humancomputation.com/) — AAAI Conference on Human Computation and Crowdsourcing.
- [CrowdML](http://crowdml.cc/) — Workshop on crowdsourcing and machine learning.
- [COBE](http://conference.researchbib.com/view/event/55323) — Workshop on crowdsourcing and online behavioral experiments.
- [Crowdsourcing Week](http://crowdsourcingweek.com/)
- [World Wide Web Conference Crowdsourcing Track](http://www2017.com.au/call-for-papers/crowdsourcing.php)
## Tutorials & Advice
- [Repeated online panel experiments](https://github.com/dbroockman/repeated-online-panel-experiments) — Instructions for repeated online panel experiments
## Contributing
**How to contribute to this list.**
See [Contributing](https://github.com/suchow/awesome-crowdsourcing/blob/master/CONTRIBUTING.md)