I think it's because of the Explorer of the Seas, Mariner of the Seas, Navigator of the Seas, and Voyager of the Seas. With so many "-er" ships, it just sounds right to call the AOS the Adventurer of the Seas, whether that's correct or not.
Just call it the AOS, that'll solve all problems. <G>
Land Cruise, Britain and Belgium