Dr. Junghoo Cho's research group recently has a very nice paper on classifying Web queries into two categories (navigational or informational) using user-click behavior and anchor-link distribution features.
Uichin Lee, Zhenyu Liu, Junghoo Cho. "Automatic Identification of User Goals in Web Search." In Proceedings of the 14th International World Wide Web Conference 2005, Chiba, Japan, May 2005.
Uichin Lee, Zhenyu Liu, Junghoo Cho. "Automatic Identification of User Goals in Web Search." In Proceedings of the 14th International World Wide Web Conference 2005, Chiba, Japan, May 2005.
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