Here's why:
* Common nouns refer to general categories of people, places, or things.
* Proper nouns are specific names for individual people, places, or things.
Since "books" refers to any type of book in general, it's a common noun. If you were talking about a specific book, like "The Lord of the Rings," then that would be a proper noun.