Interpretation is a fancy word for how someone views something. For instance, you might think a person is being sarcastic when they don't believe they are.
An interpretation is the action of explaining the meaning of something, the explanation of the meaning itself, your own view on what is the correct meaning of something or the act of revealing it. Another meaning to interpretation is one's own view or different take on an already existent piece of creative work or art.