What is the difference between believing and knowing?

To believe something is to have faith in something workings or existence of some thing without requiring definitive proof. To know something or knowledge is the result of having experienced or actually seen things in relation to a certain subject. However there are a lot of people around that know they have seen the thing they hallucinated about etc.