The participatory democracy framework. A generator and multiple gems made with Ruby on Rails

CitizenLab is a digital democracy platform that facilitates community participation and co-creation. Participants can post ideas, contribute to discussions, or choose to vote and prioritize community projects.

A deployable web platform for collaborative conversation, ideation & sense-making. Use it for free at

Core Python Programming and Designing Learning Algorithms from toby segaran's book for Building Smart Web Applications using machine learning Algorithms

스트리머 vs 시청자가 겨루는 집단지성 오목 게임

Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:

CogniCity web app angular project using mapbox gl

Analytics tool that applies Natural Language Processing (NLP) and Machine Learning (ML), such as concept extraction, idea classification, and sentiment analysis to make sense of crowdsourced civic input.

Monorepo for the Howdju crowdsourced fact checking and summarization platform

A dashboard for exploring and summarizing an online forum with ethnographic coding

The repository contains data and scripts for the study "From Prediction Markets to Interpretable Collective Intelligence" by Alexey V. Osipov and Nikolay N. Osipov (arXiv:2204.13424 [cs.GT]).

Knowledge Commons research group's repository

Content based movie recommender with web application via Heroku.

Empowering Rational Discourse and Decision-Making: The Idea Stock Exchange is a groundbreaking platform designed to revolutionize how we engage in political and societal debates. At its core, this project harnesses the power of collective intelligence, utilizing a structured framework for automated conflict resolution and cost-benefit analysis.

Software System for Implementing Fault Tolerant Surveillance and Targeted Tasks Performance of a Collective Artificial Intelligent and Self-Organized Swarm of Drones

Automated Ethogram GEnerAtioN (aegean) framework

集合知プログラミングをjsで書き直す

Globe Thoughts / RealTalk / SoQuest is a social insight tool for individuals that allows the community to reflect upon itself as a whole, enabling group cohension, understanding, as well as endless possibilities for individual and community wellbeing.

Messenger BOT for helping refugees with key information in Serbia.