I own (too?) many books and I'm trying not to buy (many?) more for some time already. I tend to borrow books from libraries as much as possible, and take advantage of the fact that some will take requests from customers to buy books they don't have to add to their collections. When that isn't an option, I try to get them second hand, as well.
A couple of recommendations: WOB and AbeBooks.