Maybe there would be less spam if there would be a restriction to post URLs in your post if you haven't got thumbs up (or reputation like in other boards) for your posts from other members.

What I mean is, for example, you like this post that I've made, than you give me reputation for it (+, thumb up or anything), I've seen such plugins for boards. After getting 5 or more reputation you can start posting URLs.