It will keep popping up since that's what they made it for. Instead, consider moving the bar to the side of the screen, or to the top, and just have it always visible.

I'm sorry I don't have a better sollution, but it's an easy fix this way.... I got the taskbar on the left, and when playing WoW I'm to focused to even notice it