Don't give up. NEVER spam her. It's really irritating and you'll get blocked.
It's also annoying for your followers.
Keep trying, just think of something funny and unique to say to her and always try to get her when she's just tweeted. If you can, you should set up twitter alerts on your phone so you know exactly when she has just tweeted.
Don't give up! (but don't spam