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.
LIBSVM -- A Library for Support Vector Machines
An integrated tool implementing support vector classification, regression, and distribution estimation. C++ and Java sources available. [Free]