Learning Within-Session Budgets from Browsing Trajectories

In this paper, we find that users implicitly reveal their session-specific budgets through the sequence of items they browse within that session. Specifically, we find that some users “browse down,” by purchasing the cheapest item among alternatives under consideration, others “browse up” (selecting the most expensive), and others ultimately purchase items around the middle.