Disease, pure and simple. Alcohol abuse is another thing entirely. When you have one drink, and then can't stop on your own, that is alcoholism. When you consciously make a decision to get plowed until you're sick, that is alcohol abuse.
I have known many folks who are alcoholic, and it seems to run in families, lending credibility to the genetic theory of alcoholism.