I can just think of one use for the phrase "What is the book?" if it will help you understand it abit...
Say if my teacher was talking about a book she recommends me and I didn't hear the name of it I would answer "(and) what's the book?" or "what's the book again?"
BUT like nicamamii said, it's just short for "what is the book called" basically and it's probably not "proper" english :p