I see there is a game like this for songs and movies, but not books. I did a search and didn't find one so I apologize if it already exists.
Same rules as the other two: I start by naming a book (put the author too in case anyone would like to read the book you mention) with a title starting with A, then the next mentions a title with B and so on....
Ok ... I'll start:
All I Really Need To Know I Learned In Kindergarten - Robert Fulghum