Everyone loves music of some kind so this should be pretty easy. Take one word from the previous song title to make another song title. Must be the same word. Not a plural or singular version of the word you are using. Also "THE" is not to be used. It is too easy.
I'll start with....
You Shook Me All Night Long - AC/DC
So the next person takes any one word from that title to fit into another song title and so on and so forth.