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As part of the Watson Innovation course at the Vrije Universiteit Amsterdam, I presented a lecture on crowdsourcing ground truth data through human computation. In the lecture I explained the need of cognitive systems for large amounts of annotated data, and how the wisdom of the crowd should be used to gather this data with the CrowdTruth methodology.