et al., 2005) which are the two general approaches to personalized search.
(J. Pitkow et al., 2002) to the best of our knowledge, how to exploit these two types of implicit feedback in a unified way, which not only brings collaboration between query expansion and result re-ranking but also makes the whole system more concise, has so far not been well studied in the previous work.