There was a full moon when I was at Samui, which meant across the water on Koh Phangan the full moon party was on. Alot of people travel to the party via speed boat from Koh Samui.
The Full Moon Party has gone from a small backpackers party to an international event that is included in package holidays and is even featured on postcards.
Further reference:Full Moon Party Thailand