in that document) remains fixed. However, the IDF for the word keeps
on changing as it depends on the other documents posted on the web and
the usage of that word in other documents. So IDF value for a word is
dynamic and should be re-calculated & refreshed over a certain period
of time ( e.g. 3 months).
--Indrani
