Here's why:
* Common nouns refer to general categories of people, places, or things.
* Proper nouns refer to specific people, places, or things and are always capitalized.
Since "book" refers to a general category of written materials, it's a common noun. Examples of proper nouns would be specific book titles like "The Lord of the Rings" or "Pride and Prejudice."