The producers purchased the film rights to the appendices at the end of LOTR. Tolkien planned a rewrite of The Hobbit to deal with some of the plot holes (LOTR evolved as he wrote it; and it's fascinating to read those preliminary versions and compare it to the finished book). The trilogy of Hobbit movies will fill in the details and background stories.