Actually, email matching might be suitable for this problem. I did a project for matching flatmates a while ago. [1] Was trying to leverage a user's facebook connections etc. to create better matches (e.g. 2nd degree connections). If anyone is interested in taking it over/working on it let me know. [1] http://www.flatmate.io/