I'm confused which one should I use to mark an item as favorite.
What's the difference between Like and Star an item in Google Reader?
google reader
The like will show up as part of a count, and people you are sharing with will see when you like something.  Your stars are private and only you can see what you have or haven't starred.If you want to track something to look back at later, use a star.