Its one of the easiest skills to level actually.

Collection goes up every time you time you click an item pool that contains; Grass, Clay, or Water

Cutting is Woods

and Mining is Ores, Rocks, Jades, and Gems

I have not checked into what skill affects Crude Oil or Mercury but I would but its mining.