If I uninstall and then reinstall, will I lose my progress in the game?

If you have taken the option to connect your game to Facebook then your progress should be saved. When you reinstall, you connect to the same facebook account again and it should give you the option of restoring your game.

If this doesn't work then you can contact the game support for help. Unfortunately they do not have another way of saving your game data.