How Do Airlines Decide Who To Bump From A Flight?

Traveling can be stressful for some flyers, but most dread the potential call at the gate when an airline announces the flight is overbooked. While most passengers expect that their ticket guarantees them a seat on the aircraft, it is common practice for airlines to intentionally oversell their flights. So, how do airlines decide who to bump from the flight when this situation occurs?