Dex all the way!
For combat uses, both are fairly equal. Where Dex shines is outside of combat. You can sneak, dance, balance, climb, evade, pickpocket, use ropes etc... all with Dex. With Str you can... lift things? If you don't want to be a glorified pack mule, go for Dex!