Facebook and Twitter are integrated with Notification Center so you can receive notifications when someone sends you a message or mentions you in a post or Tweet.
Then, you can use the free Android Gmail app to customise the Label and Notification settings so that the device only alerts you when you have received a message labelled top priority.