Here is search logs of 650,000 AOL users. It's very interesting to view search history of particular person and analyze his personality. Let's do it together! Read more about AOL search database scandal or view research papers on web searching.
Feature Generation for Textual Information Retrieval Using World Knowledge
Ph.D thesis by Evgeniy Gabrilovich, Technion Israel Institute of Technology.