My question is, how do they know that I know those people?
it looks at friends of friends and the networks you belong to
For instance, I go to CSULB which has close to 40,000 students, and I belong to the CSULB network on facebook. Just because I go there and am part of the network, facebook assumes I may (want to) know a bunch of the other shmucks I fight over parking spots for