Independency Aspect as a Vital Feature of Intelligent Collectives

The goal of this paper is to prove an essential impact of the independence aspect in collective prediction tasks. Due to the lack of research of the impact of individual crowd characteristics on collective prediction accuracy, we approached the problem holistically taking into account diversity, decentralization, independence and aggregation aspects of a collective. This new approach allows discovering the impact of independence in a crowd on its performance.