I must have dropped it a while back and now I can't find it. How can I get it back? Any ideas?

The hard way would be to restart the game from any saved position before you lost the book. The easy way, if you have access to the cheats, is to create the item "bookeng". Other than that, you're stuck. No book = no Joril = no Joril's badge = you can't finish the game.