公开(公告)号：US10796079B1

公开(公告)日：2020-10-06

申请号：US14859768

申请日：2015-09-21

Applicant: Amazon Technologies, Inc.

Inventor： Joseph Bradley ,  Lakshya Bhagat ,  Nick Ciubotariu ,  Michael Albert Galassi ,  William Kevan Bennett Kennedy ,  Alexander Michael Spinelli ,  Nathan Andrew Sterken ,  Andrew James Will ,  Wei Zhang ,  Albert J. Kennis ,  Thomas Jay Hoover ,  Neil Christopher Fritz

IPC: H03H17/00 ,  H03M7/30 ,  G06F40/16 ,  H04L29/08 ,  H04L12/26 ,  G06F40/14 ,  G06F40/106 ,  G06F40/149 ,  G06F40/00 ,  G06F40/103

Abstract: Disclosed are various embodiments for selecting page layouts based upon an outcome prediction associated with a request for a content page. Session variables associated with a request can be extracted. A score can be calculated based upon the session variables. The score can be generated by a machine learning engine that is trained using archived session data. A page layout can be selected based upon the generated score and a respective content page generated.