Is there a web service that just prints a list with thumbs up/down next to each item and re-sorts by how likable something is? I'd as soon not build it, but I will if necessary.
@allenholub Can extract the principal components of the user/like matrix so that after a few clicks you can project a new user into the low-dimensional likability subspace and re-sort by statistically predicted likability *to you*