Kalev spoke last month at Stanford University on how GDELT approaches the concept of semantic representation and the construction of planetary-scale knowledge graphs. He spoke alongside Google's Shashidhar Thakur who launched the Google Knowledge Graph. You can watch the video of that talk below!
