You most likely are right about appreciating art. I've had a lot of art posts and many had commented that they don't understand art. I think understanding art comes in time, and as you say, you need to have some knowledge as well.
However, it's never too late to start studying and visiting exhibitions. "Daughter Of The Sea" is a good choice, I'm glad you like it :)