公开(公告)号：US10075510B2

公开(公告)日：2018-09-11

申请号：US14210050

申请日：2014-03-13

Applicant: Google Inc.

Inventor： James Reilly ,  Sami Mohammed Shalabi ,  Mehul Agarwal ,  Michael Scott Depinet

IPC: G06F15/18 ,  H04L29/08 ,  G06N99/00 ,  H04L29/06

CPC classification number: H04L67/10 ,  G06N20/00 ,  H04L67/04 ,  H04L67/32 ,  H04L67/42

Abstract: Content on a client device is updated. Analytics data describing how a user uses the client device to consume digital content are received. The analytics data are generated by the client device responsive to observations of how the user uses the client device to consume digital content. A prediction model is generated based on the analytics data and used to predict when the user will consume digital content on the client device. Prediction data describing the prediction are provided to the client device. The client device uses the prediction data to request updated digital content prior to when the user is predicted to consume digital content on the client device.

公开(公告)号：US20150264115A1

公开(公告)日：2015-09-17

申请号：US14210050

申请日：2014-03-13

Applicant: GOOGLE INC.

Inventor： James Reilly ,  Sami Mohammed Shalabi ,  Mehul Agarwal ,  Michael Scott Depinet

IPC: H04L29/08 ,  G06N99/00 ,  G06N5/04

CPC classification number: H04L67/10 ,  G06N99/005 ,  H04L67/04 ,  H04L67/32 ,  H04L67/42

Abstract: Content on a client device is updated. Analytics data describing how a user uses the client device to consume digital content are received. The analytics data are generated by the client device responsive to observations of how the user uses the client device to consume digital content. A prediction model is generated based on the analytics data and used to predict when the user will consume digital content on the client device. Prediction data describing the prediction are provided to the client device. The client device uses the prediction data to request updated digital content prior to when the user is predicted to consume digital content on the client device.

Abstract translation: 更新客户端设备上的内容。 接收描述用户如何使用客户端设备使用数字内容的分析数据。 响应于对用户如何使用客户端设备消费数字内容的观察，客户端设备生成分析数据。 基于分析数据生成预测模型，并用于预测用户何时将在客户端设备上使用数字内容。 描述预测的预测数据被提供给客户端设备。 客户端设备在预测用户在客户端设备上消费数字内容之前，使用预测数据来请求更新的数字内容。