There is no end to celebrating authors and books. Sometimes it happens when you read a book in your own chair and you celebrate in silence. You can celebrate when you talk about a book that stirred you with a friend or neighbour.
Another way is a longlist and a shortlist, leading up to a literary prize (with a money prize?!). Read about a literary prize, the BSFA, here.