As a programmer often on the client-end, I prefer the query argument. Also, for me, it separates the URL path from the parameters, adds to clarity, and offers more extensibility. It also allows me to have separate logic between the URL/URI building and the parameter builder.
I do like what manuel aldana said about the other option if there's some sort of tree involved. I can see user-specific parts being treed off like that.
