公开(公告)号：US10097664B2

公开(公告)日：2018-10-09

申请号：US13871573

申请日：2013-04-26

Applicant: Apple Inc.

Inventor： David E. Ralston ,  Daniel Joseph Sherman ,  Christopher Laurence Bell ,  Eswar Priyadarshan ,  Andrew Williams

IPC: H04L29/08 ,  G06Q30/02 ,  G06Q30/06

Abstract: A media item recommendation can be based on application purchase data. Application purchase data of a population of users can be used to create application preference clusters that represent unique application preference profiles. Media preference data of the same population of users can be used to create media preference clusters that represent unique media preference profiles. A preference relationship between an application preference cluster and a media preference cluster can be identified based on the number of members of the media preference cluster that are also members of the application preference cluster. Upon receiving a recommendation request from a user, the user's application preference profile can be determined based on the user's application purchase data. A media item can then be recommended based on a media preference cluster that has a preference relationship with an application preference cluster that represents the application preference profile of the user.

公开(公告)号：US20140324965A1

公开(公告)日：2014-10-30

申请号：US13871573

申请日：2013-04-26

Applicant: APPLE INC.

Inventor： David E. Ralston ,  Daniel Joseph Sherman ,  Christopher Laurence Bell ,  Eswar Priyadarshan ,  Andrew Williams

IPC: H04L29/08

CPC classification number: H04L67/306 ,  G06Q30/0255 ,  G06Q30/0631

Abstract: A media item recommendation can be based on application purchase data. Application purchase data of a population of users can be used to create application preference clusters that represent unique application preference profiles. Media preference data of the same population of users can be used to create media preference clusters that represent unique media preference profiles. A preference relationship between an application preference cluster and a media preference cluster can be identified based on the number of members of the media preference cluster that are also members of the application preference cluster. Upon receiving a recommendation request from a user, the user's application preference profile can be determined based on the user's application purchase data. A media item can then be recommended based on a media preference cluster that has a preference relationship with an application preference cluster that represents the application preference profile of the user.

Abstract translation: 媒体项目建议可以基于应用程序购买数据。 可以使用用户群体的应用程序购买数据来创建表示唯一应用程序偏好配置文件的应用程序首选项集群。 可以使用相同用户群体的媒体偏好数据来创建表示唯一媒体偏好配置文件的媒体偏好集群。 可以根据也是应用程序首选项集群成员的媒体首选项集群的成员数量，来标识应用程序首选项集群和媒体首选项集群之间的偏好关系。 在从用户接收到推荐请求时，可以基于用户的应用购买数据来确定用户的应用偏好简档。 然后可以基于与表示用户的应用程序偏好配置文件的应用程序首选项集群具有偏好关系的媒体首选项集群来推荐媒体项目。