Using the results of a number of large European projects Fabio will outline the main issues for acquiring ontological knowledge from text and media at large scale. A lot of the work described here is based on collaborations with the jet engine company Rolls Royce. This session will give attendees insights into how information extraction techniques can support the population of ontologies with data.