To shorten the answer Mr. Smooth gave I'll say this:

The secret room is usually the room that's most surrounded by other rooms. Sometimes this is not correct and you'll have to go to the place that's next most surrounded.

EDIT: Actually, usually the secret room is in a U shape as mentioned in other answers. Going with the above method is decent but not optimal.