Goodreads - See what your friends are reading.
LibraryThing - A home for your books.
What Should I Read Next? - Book recommendations
WikiMentions - Discover books/people/videos mentioned by great people
BooksReddit - BooksReddit is a social book recommendation aggregator.
Book Recommendations For Entrepreneurs - 1000+ books recommended by the world's top entrepreneurs