What is a joke?

Yesterday, DS asked me what a joke was. He is 4. I had a difficult time trying to explain to him what a joke was. I said it was something funny. He then made a funny antic and asked if that was a joke. Well, it was a funny face but not a joke.
Can you give me an idea of how to describe a joke to my 4-yr old son?