Having knowledge of art doesn't change your ability to appreciate it. You need not necessarily know who painted 'the Scream' to know that it is a fantastic piece of art.

One truth however is that by viewing more art you can formulate clearer ideas about what you like and what you don't like which is the most important starting point towards building up any kind of personal collection. Buy books, visit galleries regularly and view exhibitions of differing styles of work.