document: Analysis of topic dynamics in web search We report on a study of topic dynamics for pages visited by a sample of people using MSN Search . We examine the predictive accuracies of probabilistic models of topic transitions for individuals and groups of users . We explore temporal dynamics by comparing the accuracy of the models for predicting topic transitions at increasingly distant times in the future . Finally , we discuss directions for applying models of search topic dynamics .
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