An adaptive recommendation service seeks to adaptto its users, providing increasingly personalized recommendationsover time. In this paper we introducethe "Fab" adaptive web page recommendation service.There has been much research on analyzing documentcontent in order to improve recommendationsor search results. More recently researchers have begunto explore how the similarities between users canbe exploited to the same ends. The Fab system strikesa balance between these two...