[supersonic13]

I attended a talk by one of the item2vec authors in ICML. He showed few examples of semantic relations, for example david guetta - beyonce = avicii - rihanna They also gave a link to a really cool 2D TSNE of item2vec on artists data. Too bad they did not include it in their paper. I guess similar types of semantic relations exist in item2vec representation for products but such relations do not appear in the paper.