What is Last.fm for music is LibraryThing for books: a site that catalogues your book collection adds book suggestions and a social network to this catalogue. See the example below to see some excerpts from my book collection.

It is also very easy to import from cataloguing software, like I did with an export file with just the ISBN numbers from Book Collector from Collectorz.com.