Ask her (coming from a girl)

When ever your at a school dance or something and she's all alone, go up to her personally and ask her to dance with you. When you ask her, don't look down but look into her eyes. SHe'll be more attracted to you and will be more likely to say yes from your confidence. If she says yes take her hand and bring her onto the dance floor. It's romantic.