A system for pagination of data based on recorded URL requests, includes a data store comprising a computer readable medium storing a program of instructions for performing the pagination of data based on recorded URL requests; a processor that executes the program of instructions; a data segmentation module to receive a log of the URL requests, and to segment the log for a specific source; a referral tree construction module to construct a referral tree for the specific source based on the segmented log and HTTP referrer fields associated with the log; a tree enhancement module to enhance the referral tree based on site-specific rules; a signal computation module to perform signal computation on a plurality of nodes associated with the enhanced referral tree; a classification module to identify each of the plurality of nodes subsequent to the signal computation is performed on the enhanced referral tree; and a page construction module to construct a web page based on the enhanced referral tree subsequent to the classification module identifying the plurality of nodes.
