I've seen the term overselling, overbooked, etc. in regards to flights. Can anyone explain what the purpose of overselling a flight? I've seen it quite a few times.

Are they overselling a flight in anticipating someone won't show and they ensure they leave full? Also, if one class is oversold, let's say economy, but business or first has several seats, does the oversold passenger get a free bump up?