... presented in this book have been developed within the fields of information retrieval and machine learning and include indexing, scoring, and categorization of textual documents Concretely, the main ... Stanford Digital Library Technologies Project 1999-0120, 1998 [3] M Richardson, P Domingos, The intelligent surfer: Probabilistic combination of link and content information in PageRank, In Proceedings ... After constructing the evaluation function fT for the topic T , where fT (u) evaluates how the page u related to the topic T , we introduce a new probabilistic model for ranking Webs, MPageRank,...