公开(公告)号：US20150074215A1

公开(公告)日：2015-03-12

申请号：US14547066

申请日：2014-11-18

Applicant: Facebook, Inc.

Inventor： Lex Arquette ,  David Y. Chen ,  Emily Grewal ,  Denise Moreno ,  Florin Ratiu ,  Yanxin Shi ,  Kiranjit Singh Sidhu ,  Ching-Chih Weng ,  Huan Yang

IPC: H04L12/58 ,  G06N5/04

CPC classification number: H04L51/32 ,  G06N5/048 ,  G06N7/005 ,  G06Q30/02 ,  H04L67/10 ,  H04L67/22 ,  H04L67/306

Abstract: Techniques to optimize messages sent to a user of a social networking system. In one embodiment, information about the user may be collected by the social networking system. The information may be applied to train a model for determining likelihood of a desired action by the user in response to candidate messages that may be provided for the user. The social networking system may provide to the user a message from the candidate messages with a selected likelihood of causing the desired action.

Abstract translation: 优化发送给社交网络系统用户的消息的技术。 在一个实施例中，关于用户的信息可以由社交网络系统收集。 可以应用信息来训练用于确定用户响应于可为用户提供的候选消息的期望动作的可能性的模型。 社交网络系统可以向候选消息提供具有引起期望动作的选择可能性的消息。

公开(公告)号：US10158731B2

公开(公告)日：2018-12-18

申请号：US14529062

申请日：2014-10-30

Applicant: Facebook, Inc.

Inventor： David Y. Chen ,  Emily Grewal ,  Hisham Rabih Harik ,  Huan Yang ,  Kiranjit Singh Sidhu

IPC: H04L29/08 ,  H04L12/58 ,  G06Q50/00 ,  H04L12/18

Abstract: Techniques to increase engagement with a social networking system. In one embodiment, an engagement level of a user with a social networking system is monitored. A low engagement user type associated with the user is identified from a plurality of low engagement user types. It is determined whether the engagement level of the user is less than a threshold. If so, a communication is provided for the user based on the low engagement user type associated with the user. The communication may be a notification or a digest communication.

公开(公告)号：US09363223B2

公开(公告)日：2016-06-07

申请号：US14547066

申请日：2014-11-18

Applicant: Facebook, Inc.

Inventor： Lex Arquette ,  David Y. Chen ,  Emily Grewal ,  Denise Moreno ,  Florin Ratiu ,  Yanxin Shi ,  Kiranjit Singh Sidhu ,  Ching-Chih Weng ,  Huan Yang

IPC: G06F15/18 ,  H04L12/58 ,  G06Q30/02 ,  G06N5/04

CPC classification number: H04L51/32 ,  G06N5/048 ,  G06N7/005 ,  G06Q30/02 ,  H04L67/10 ,  H04L67/22 ,  H04L67/306

Abstract: Techniques to optimize messages sent to a user of a social networking system. In one embodiment, information about the user may be collected by the social networking system. The information may be applied to train a model for determining likelihood of a desired action by the user in response to candidate messages that may be provided for the user. The social networking system may provide to the user a message from the candidate messages with a selected likelihood of causing the desired action.

Abstract translation: 优化发送给社交网络系统用户的消息的技术。 在一个实施例中，关于用户的信息可以由社交网络系统收集。 可以应用信息来训练用于确定用户响应于可为用户提供的候选消息的期望动作的可能性的模型。 社交网络系统可以向候选消息提供具有引起期望动作的选择可能性的消息。

公开(公告)号：US20150058423A1

公开(公告)日：2015-02-26

申请号：US14529062

申请日：2014-10-30

Applicant: Facebook, Inc.

Inventor： David Y. Chen ,  Emily Grewal ,  Hisham Rabih Harik ,  Huan Yang ,  Kiranjit Singh Sidhu

IPC: H04L29/08 ,  H04L12/18

CPC classification number: H04L67/22 ,  G06Q50/01 ,  H04L12/1813 ,  H04L51/06 ,  H04L51/12 ,  H04L51/32 ,  H04L67/26 ,  H04L67/30

Abstract: Techniques to increase engagement with a social networking system. In one embodiment, an engagement level of a user with a social networking system is monitored. A low engagement user type associated with the user is identified from a plurality of low engagement user types. It is determined whether the engagement level of the user is less than a threshold. If so, a communication is provided for the user based on the low engagement user type associated with the user. The communication may be a notification or a digest communication.

Abstract translation: 增加与社交网络系统互动的技术。 在一个实施例中，监视具有社交网络系统的用户的接合级别。 从多个低参与用户类型识别与用户相关联的低参与度用户类型。 确定用户的参与度是否小于阈值。 如果是，则基于与用户相关联的低参与用户类型为用户提供通信。 通信可以是通知或摘要通信。

公开(公告)号：US10362126B2

公开(公告)日：2019-07-23

申请号：US15016103

申请日：2016-02-04

Applicant: FACEBOOK, INC.

Inventor： Emily Grewal ,  Joe Binney ,  Xiao Ou Wang

IPC: H04L29/08

Abstract: In a social networking system, photographs and photographic sets are recommended to a user based upon information gathered from the user's social networking profile, as well as information gathered from the social networking profile of the user's friends, and the general pattern of usage by the user of various elements of the social network. In one embodiment, information entered into the social networking profile of the user is used to recommend additional photos and sets of photos. In one embodiment, user preferences indicated by the user via elements of the social network are considered in recommending photos or photo sets. In one embodiment, the general usage pattern of the social network is considered when recommending additional photos and sets of photos to the user. In one embodiment, profile information, usage information, or the indicated preferences of the user's friends are used to recommend additional photos and photo sets.

公开(公告)号：US20160164988A1

公开(公告)日：2016-06-09

申请号：US15016103

申请日：2016-02-04

Applicant: FACEBOOK, INC.

Inventor： Emily Grewal ,  Joe Binney ,  Xiao Ou Wang

IPC: H04L29/08

CPC classification number: H04L67/22 ,  H04L67/02 ,  H04L67/18 ,  H04L67/306

Abstract: In a social networking system, photographs and photographic sets are recommended to a user based upon information gathered from the user's social networking profile, as well as information gathered from the social networking profile of the user's friends, and the general pattern of usage by the user of various elements of the social network. In one embodiment, information entered into the social networking profile of the user is used to recommend additional photos and sets of photos. In one embodiment, user preferences indicated by the user via elements of the social network are considered in recommending photos or photo sets. In one embodiment, the general usage pattern of the social network is considered when recommending additional photos and sets of photos to the user. In one embodiment, profile information, usage information, or the indicated preferences of the user's friends are used to recommend additional photos and photo sets.

Abstract translation: 在社交网络系统中，基于从用户的社交网络简档收集的信息以及从用户的朋友的社交网络简档收集的信息以及用户的一般使用模式，向用户推荐照片和摄影集 的社会网络的各种元素。 在一个实施例中，输入到用户的社交网络简档中的信息用于推荐附加的照片和照片组。 在一个实施例中，在推荐照片或照片集中考虑由用户通过社交网络的元素指示的用户偏好。 在一个实施例中，当向用户推荐附加照片和照片组时，考虑社会网络的一般使用模式。 在一个实施例中，使用简档信息，使用信息或用户朋友的指示的偏好来推荐附加的照片和照片集。

公开(公告)号：US09282138B2

公开(公告)日：2016-03-08

申请号：US13843100

申请日：2013-03-15

Applicant: FACEBOOK, INC.

Inventor： Emily Grewal ,  Joe Binney ,  Vivian Wang

IPC: H04L29/08

CPC classification number: H04L67/22 ,  H04L67/02 ,  H04L67/18 ,  H04L67/306

Abstract: In a social networking system, photographs and photographic sets are recommended to a user based upon information gathered from the user's social networking profile, as well as information gathered from the social networking profile of the user's friends, and the general pattern of usage by the user of various elements of the social network. In one embodiment, information entered into the social networking profile of the user is used to recommend additional photos and sets of photos. In one embodiment, user preferences indicated by the user via elements of the social network are considered in recommending photos or photo sets. In one embodiment, the general usage pattern of the social network is considered when recommending additional photos and sets of photos to the user. In one embodiment, profile information, usage information, or the indicated preferences of the user's friends are used to recommend additional photos and photo sets.

Abstract translation: 在社交网络系统中，基于从用户的社交网络简档收集的信息以及从用户的朋友的社交网络简档收集的信息以及用户的一般使用模式，向用户推荐照片和摄影集 的社会网络的各种元素。 在一个实施例中，输入到用户的社交网络简档中的信息用于推荐附加的照片和照片组。 在一个实施例中，在推荐照片或照片集中考虑由用户通过社交网络的元素指示的用户偏好。 在一个实施例中，当向用户推荐附加照片和照片组时，考虑社会网络的一般使用模式。 在一个实施例中，使用简档信息，使用信息或用户朋友的指示的偏好来推荐附加的照片和照片集。