I suspect they figured, with all of the investment needed in making even one, stretching it to three would give a better return on investment. I understand that business motivation, and have no complaints with it.
But I didn't like Hobbit part 1 much. Part 2 was better, but still not that good. Too many typical, stupid Hollywoodisms in it.