How are book indexes made?

Having a well constructed index in the back of the book can be very useful to the reader, but it seems like it would be really tedious to put together. Do writers make their own indexes or are there people who do it for them? It seems that it would be helpful to have the aid of a computer to track down all the page references for a given term.