How does Instagram suggest new people?

I see that Instagram is making errors on suggesting people as FB friends, while they are not. They are though a hop away in the graph, from my actual FB graphs. I asked around, and other users experienced the same phenomenon.

Does anyone know the approach that Instagram is using to suggest you new people to follow?

PS: It would be nice for me, to try to search and destroy...