Do a four-finger swipe upwards or double press the Home button to see the task bar underneath showing all the apps you have opened recently. Tap on any one of them until they all start to jiggle and delete the Book app. (Delete them all while you're at it to clear out cache memory.) Restart your iPad. Let us know if that helped.
Andrew