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    OBJECTIVE VALUE MODELS FOR ENTITY RECOMMENDATION
    3.
    发明申请
    OBJECTIVE VALUE MODELS FOR ENTITY RECOMMENDATION 有权
    实体建议的目标价值模型

    公开(公告)号：US20150046528A1

    公开(公告)日：2015-02-12

    申请号：US13962821

    申请日：2013-08-08

    Applicant: Facebook, Inc.

    Inventor： Brian Piepgrass ,  Deeptanshu Verma ,  Tony Hsien-yu Liu ,  Ashish Yadav ,  Julia Lee

    IPC: G06F15/173

    CPC classification number: G06F15/17306 ,  G06Q30/0269 ,  G06Q50/01

    Abstract: A method for making entity recommendations to users of a social networking system (SNS) by maximizing a predicted benefit to the SNS through objective value models. The method includes generating a plurality of candidate entities eligible for recommendation, and determining a weight for each candidate entity based upon an output score generated by an objective value model. The objective value model utilizes objectively measurable input values describing the candidate entities and generates larger output scores for those candidate entities that would create larger predicted increases in an objectively measurable amount of benefit for the SNS created by a potential connection being created between the user and the respective candidate entity. One or more entities are selected based upon the determined weights, and an entity recommendation user interface is presented to the user that includes one or more recommendation modules identifying the selected one or more entities.

    Abstract translation: 通过目标价值模型最大化对SNS的预期效益，为社交网络系统（SNS）的用户提供实体建议的方法。 该方法包括生成符合推荐标准的多个候选实体，并且基于由目标值模型生成的输出得分确定每个候选实体的权重。 目标价值模型利用描述候选实体的客观可衡量的输入值，并为那些候选实体产生更大的输出分数，这些候选实体将产生由在用户和用户之间创建的潜在连接所创建的SNS产生的可客观可衡量的有益效益的较大预测增长 各候选实体。 基于所确定的权重来选择一个或多个实体，并且向用户呈现包括标识所选择的一个或多个实体的一个或多个推荐模块的实体推荐用户界面。

    SYSTEMS, METHODS, AND APPARATUS FOR POST CONTENT SUGGESTIONS
    4.
    发明申请
    SYSTEMS, METHODS, AND APPARATUS FOR POST CONTENT SUGGESTIONS 审中-公开
    系统，方法和设备后置建议

    公开(公告)号：US20160197870A1

    公开(公告)日：2016-07-07

    申请号：US14589886

    申请日：2015-01-05

    Applicant: Facebook, Inc.

    Inventor： Tony Hsien-yu Liu ,  Yuankai Ge ,  Barton David Smith ,  Paritosh Aggarwal ,  Daniel Dinu

    IPC: H04L12/58 ,  H04L29/08

    CPC classification number: H04L51/32 ,  G06Q50/01 ,  H04L12/1822

    Abstract: Exemplary methods, apparatuses, and systems to make suggestions regarding posts are detailed. For example, in an embodiment, a social networking system receives a user post from a first user, publishes the user post on behalf of the first user, receives and tracks interactions by other users with the user post, analyzes the received and tracked interactions to determine suggestion regarding the post, and provides the suggestion regarding the user post to the first user in a graphical user interface.

    Abstract translation: 详细介绍了关于职位建议的示范性方法，设备和系统。 例如，在一个实施例中，社交网络系统从第一用户接收用户信息，代表第一用户发布用户信息，接收和跟踪用户发布的其他用户的交互，分析接收和跟踪的交互 确定关于该帖子的建议，并且提供关于用户在图形用户界面中向第一用户发布的建议。

    Objective value models for entity recommendation
    5.
    发明授权
    Objective value models for entity recommendation 有权
    实体推荐目标值模型

    公开(公告)号：US09146894B2

    公开(公告)日：2015-09-29

    申请号：US13962821

    申请日：2013-08-08

    Applicant: Facebook, Inc.

    Inventor： Brian Piepgrass ,  Deeptanshu Verma ,  Tony Hsien-yu Liu ,  Ashish Yadav ,  Julia Lee

    IPC: G06F15/16 ,  G06F15/173

    CPC classification number: G06F15/17306 ,  G06Q30/0269 ,  G06Q50/01

    Abstract: A method for making entity recommendations to users of a social networking system (SNS) by maximizing a predicted benefit to the SNS through objective value models. The method includes generating a plurality of candidate entities eligible for recommendation, and determining a weight for each candidate entity based upon an output score generated by an objective value model. The objective value model utilizes objectively measurable input values describing the candidate entities and generates larger output scores for those candidate entities that would create larger predicted increases in an objectively measurable amount of benefit for the SNS created by a potential connection being created between the user and the respective candidate entity. One or more entities are selected based upon the determined weights, and an entity recommendation user interface is presented to the user that includes one or more recommendation modules identifying the selected one or more entities.

    Abstract translation: 通过目标价值模型最大化对SNS的预期效益，为社交网络系统（SNS）的用户提供实体建议的方法。 该方法包括生成符合推荐标准的多个候选实体，并且基于由目标值模型生成的输出得分确定每个候选实体的权重。 目标价值模型利用描述候选实体的客观可衡量的输入值，并为那些候选实体产生更大的输出分数，这些候选实体将产生由在用户和用户之间创建的潜在连接所创建的SNS产生的可客观可衡量的有益效益的较大预测增长 各候选实体。 基于所确定的权重来选择一个或多个实体，并且向用户呈现包括标识所选择的一个或多个实体的一个或多个推荐模块的实体推荐用户界面。

    SYSTEMS, METHODS, AND APPARATUS FOR ADMINISTRATOR TOOL HIGHLIGHTING
    7.
    发明申请
    SYSTEMS, METHODS, AND APPARATUS FOR ADMINISTRATOR TOOL HIGHLIGHTING 审中-公开
    用于管理工具亮点的系统，方法和装置

    公开(公告)号：US20160196023A1

    公开(公告)日：2016-07-07

    申请号：US14589877

    申请日：2015-01-05

    Applicant: Facebook, Inc.

    Inventor： Tony Hsien-yu Liu ,  Yuankai Ge ,  Barton David Smith ,  Paritosh Aggarwal ,  Daniel Dinu

    IPC: G06F3/0484 ,  G06F3/0482 ,  H04L29/06

    CPC classification number: G06Q50/01

    Abstract: Exemplary methods, apparatuses, and systems for highlighting an administrator tool are describe. In some embodiments, an administrator tool highlighting engine receives a plurality of signals, at an administrator tool highlighting engine executing on a hardware processor, relating to at least one of a social networking page, behavior of an administrator of the page, and a user base of the page, determines an administrator tool to highlight based on the signals, generates a graphical user interface highlighting the administrator tool, and provides the graphical user interface to a user.

    Abstract translation: 描述用于突出管理员工具的示例性方法，装置和系统。 在一些实施例中，管理员工具突出显示引擎在与在硬件处理器上执行的管理员工具突出显示引擎相关的至少一个社交网页，页面的管理员的行为和用户基础中接收多个信号 确定管理员工具以基于信号突出显示，生成突出显示管理员工具的图形用户界面，并向用户提供图形用户界面。

    Filtering out Communications Related to Unwanted Emotions on Online Social Networks
    8.
    发明申请
    Filtering out Communications Related to Unwanted Emotions on Online Social Networks 审中-公开

    公开(公告)号：US20190124023A1

    公开(公告)日：2019-04-25

    申请号：US15787919

    申请日：2017-10-19

    Applicant: Facebook, Inc.

    Inventor： Sandi Brynn Conroy ,  Hoa Vu ,  Per Ingelsberg ,  Tony Hsien-yu Liu

    IPC: H04L12/58 ,  G06F17/30 ,  G06N7/00 ,  G06N99/00 ,  H04L29/08

    Abstract: In one embodiment, a method includes retrieving one or more previous communications associated with a first user of an online social network, each of the previous communications having been made on a date in the past, and filtering out each of one or more of the previous communications based on one or more criteria, wherein the criteria are associated with a likelihood that the filtered-out previous communication will cause an unwanted emotional reaction by the user. The method also includes calculating a distribution-probability score for each of one or more remaining previous communications, wherein the distribution-probability score reflects a probability that the previous communication will be shared on the online social network by the first user, and sending at least one remaining previous communication to a client system of the first user, wherein the distribution-probability score for the previous communication satisfies a threshold.

    SYSTEMS AND METHODS FOR CREATING, SELECTING, PRESENTING, AND EXECUTING CALLS TO ACTION
    10.
    发明申请
    SYSTEMS AND METHODS FOR CREATING, SELECTING, PRESENTING, AND EXECUTING CALLS TO ACTION 审中-公开
    用于创建，选择，呈现和执行呼叫行动的系统和方法

    公开(公告)号：US20160179343A1

    公开(公告)日：2016-06-23

    申请号：US14577830

    申请日：2014-12-19

    Applicant: Facebook, Inc.

    Inventor： David Shein ,  Dong Guo ,  Lacie Rhodes ,  Kelly B. Winters ,  Tony Hsien-yu Liu ,  Jing Zou ,  Eyal Michael Sharon

    IPC: G06F3/0484 ,  G06F17/22 ,  G06F3/0481

    CPC classification number: G06F3/04842 ,  G06F3/04817 ,  G06F9/451 ,  G06F17/2235 ,  G06Q50/01

    Abstract: Systems, methods, and non-transitory computer-readable media can acquire information associated with a user who is accessing a page within a social networking system. The page can be associated with a page entity. At least one call to action can be selected, out of a set of calls to action, based at least in part on the information associated with the user. The at least one call to action can be associated with the page entity. The at least one call to action can be presented to the user via the page within the social networking system. A user interaction performed with respect to the at least one call to action can be detected. An operation associated with the at least one call to action can be executed. The operation can correspond to one of a plurality of operations executable for the at least one call to action.

    Abstract translation: 系统，方法和非暂时计算机可读介质可以获取与正在访问社交网络系统内的页面的用户相关联的信息。 页面可以与页面实体相关联。 至少部分地基于与用户相关联的信息，可以从一组呼叫中选择至少一个号召性用语。 该至少一个行动呼叫可以与该页面实体相关联。 可以通过社交网络系统内的页面向用户呈现至少一个号召性用语。 可以检测到关于至少一个动作呼叫执行的用户交互。 可以执行与至少一个动作对应关联的操作。 该操作可以对应于可执行至少一个动作呼叫的多个操作中的一个操作。

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