The paper presents the work done in the ICT Integrated Project "WeKnowIt: Emerging, Collective Intelligence for personal, organisational and social use", which is one of the first EC ICT projects dealing with analysis of social networking while referring to multimedia content, provided by larger or smaller audiovisual archives or content owners who want to share their content on the Web.