公开(公告)号：US10747825B2

公开(公告)日：2020-08-18

申请号：US15444279

申请日：2017-02-27

Applicant: Google LLC

Inventor： Bin Liu ,  Aranyak Mehta ,  Xi Tan ,  Christopher K. Harris ,  Samuel Sze Ming Ieong ,  Gabriel Florin Constantin

IPC: G06F16/2453 ,  G06F16/951 ,  G06N20/00 ,  G06Q30/02 ,  G06F16/9535

Abstract: Methods, systems, apparatus, including computer programs encoded on a computer storage medium, for determining whether to execute a query based on a predicted computerized rendering period The method may include actions of receiving a query, determining a set of one or more features based on the query, generating a query vector, providing the query vector to a machine learning model, receiving first data, based on the output of the machine learning model, that is indicative of whether the computerized rendering period associated with the query is likely to satisfy the predetermined threshold, determining based on the first data that the computerized rendering period available for displaying a set of one or more candidate content items that are responsive to the query is not likely to satisfy the predetermined threshold, and determining to not use a search engine to execute the received query.