Here's why:
* Common nouns refer to general, non-specific things or people. They are not capitalized unless they start a sentence.
* Proper nouns refer to specific people, places, or things, and they are always capitalized.
Since "rice" is a general term for a type of grain, and not a specific name, it is a common noun.