Algorithm to identify the same events based on semantic similarity
MaysonL: There was a great Google teck talk posted here a while ago:
The Next Generation of Neural Networks  by Geoffrey Hinton
http://www.youtube.com/watch?v=AyzOUbkUf3M that might be applicable.