So what is the ultimate goal of "personalized search" - Matt from Google gives some hints.

http://searchengineland.com/070302-111618.php

And if you want some hints / help on personalizing your search -

http://searchengineland.com/070305-091740.php

Google releases some click fraud data -
http://searchenginewatch.com/showPage.html?page=3625137