公开(公告)号：US20190080019A1

公开(公告)日：2019-03-14

申请号：US16129154

申请日：2018-09-12

Applicant: Google LLC

Inventor： Andrew Richard Young ,  Jonathan Joseph Conley ,  Gary R. Holt

IPC: G06F17/30 ,  G06F15/18 ,  G06N3/08 ,  G06K9/62

Abstract: Systems, methods, devices, and techniques for improving the efficiency of selecting digital components to present in electronic documents and reducing latency in rendering digital components in electronic documents. In some implementations, a content distribution system uses predicted metrics for a set of candidate components to determine items to present in an electronic document responsive to a request. A metric prediction model can generate predicted metrics with the aid of a parameter prediction sub-model that predicts a value of a non-observable parameter associated with a request for a digital component.