I presume it is some kind of mechanism to help me keep track of things for later revisiting. I see I can click to change the state of the star. But I don't think star is the right name for this thing, as I can't find "star" in the help or Meta. I've looked in my profile too.
I am most interested in going back to the questions that I have clicked the star in earlier.