This type of emerging 'collective intelligence' has received various definitions. Malone and Klein (2007) define collective intelligence as the synergistic and cumulative channelling of the vast human and technical resources now available on the Internet. Kapetanios (2008) introduces this paradigm as "human-computer systems in which machines enable the collection and harvesting of large amounts of human-generated knowledge, while enabling emergent knowledge, i.e. computation and inference over the collected information, leading to answers, discoveries, or other results that are not found in the human contributions".Information markets (IMs), also known as prediction markets, decision markets, idea
Research question 3:What is the performance of preference markets against alternative approaches? This research question aims at exploring the performance of preference markets against alternative approaches in terms of the quality and quantity of user generated content. The performance of markets for forecasting purposes has been extensively studied and proven as it will be shown in Chapter 3. Recent work has provided qualitative comparisons of