AN EXPERIMENTAL COLLECTIVE INTELLIGENCE RESEARCH TOOL

Collective Intelligence Heuristic: An Experimental Evidence

The main intrest of this study was to investigate the phenomenon of collective intelligence in an anonymous virtual environment developed for this purpose. In particular, we were interested in studing how dividing a fixed community in different group size, which, in different phases of the experiment, works to solve tasks of different complexity, influences the social problem solving process. T...

KUI: an ubiquitous tool for collective intelligence development

Collective intelligence is the capability for a group of people to collaborate in order to achieve goals in a complex context than its individual member. This common concept increases topic of interest in many sciences including computer science where computers are bring about as group support elements. This paper presents a new platform, called Knowledge Unifying Initiator (KUI) for knowledge ...

Collective Intelligence: An Overview

An Introduction to Collective Intelligence

This paper surveys the emerging science of how to design a “COllective INtelligence” (COIN). A COIN is a large multi-agent system where: i) There is little to no centralized communication or control. ii) There is a provided world utility function that rates the possible histories of the full system. In particular, we are interested in COINs in which each agent runs a reinforcement learning (RL)...

Collective Intelligence

Many systems of self-interested agents have an associated performance criterion that rates the dynamic behavior of the overall system. This paper presents an introduction to the science of such systems. Formally, this paper concerns collectives, which are defined as any system having the following two characteristics: First, the system must contain one or more agents each of which we view as tr...