The research axe Intelligent Systems for Bridging Data, Knowledge and Humans brings together teams working on a common direction: the production of high-level semantic knowledge from potentially massive, heterogenous, distributed, imperfect, ill-structured data. These kinds of datasets are typical from domains such as natural language processing, crowdsourcing systems and social networks, multimedia information analysis and research or geomatics.