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.
Intelligent Information Systems Research
IBM's team worked on techniques for extracting associations, classifications, sequential patterns and time sequences. They also provide a free software tool, Intelligent Miner.