Go to Trackpad in System Preferences, More Gestures tab, and change "Swipe Between Pages" to "Swipe with Two or Three fingers". This will also allow you to swipe back/forward in the Finder, iPhoto and other apps again with a three finger swipe. I think Swipe Between Full Screen Apps will automatically change to a four finger swipe when you do this. If not, change it manually.