There's a website I use which I may have linked here a couple times - Goodreads. It's definitely for bookworms and is a great way to discover books and other fellow readers. They have nominees up now for you to vote in the first round of awards chosen by readers.
To view and vote, head to http://www.goodreads.com/choiceawards/best-books-2012
There are a few more rounds yet to come...so make sure you vote for your book of choice in hopes of advancing it.
The semifinal round is Nov. 12-17, and the final round is Nov. 19-27.
Check out the various categories...you may find some books that you may be interested in.