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    Network-aware product rollout in online social networks
    24.
    发明授权
    Network-aware product rollout in online social networks 有权
    网络感知产品在线社交网络推广

    公开(公告)号：US09292884B2

    公开(公告)日：2016-03-22

    申请号：US13939093

    申请日：2013-07-10

    Applicant: Facebook, Inc.

    Inventor： Cameron Alexander Marlow ,  Dean Eckles ,  Brian Karrer ,  Johan Ugander ,  Lars Seren Backstrom ,  Jon Kleinberg

    IPC: G06F15/16 ,  G06Q50/00 ,  H04L29/08

    CPC classification number: G06Q30/0244 ,  G06Q50/01 ,  H04L67/10 ,  H04L67/22 ,  H04L67/306 ,  H04W4/21

    Abstract: In one embodiment, a method includes accessing a social graph comprising a plurality of nodes and a plurality of edges connecting the nodes, each node corresponding to a user of an online social network, identifying a plurality of clusters in the social graph using graph clustering, providing a treatment to a first set of users based on the clusters, and determining a treatment effect treatment for the users in the first set based on a network exposure to the treatment for each user.

    Abstract translation: 在一个实施例中，一种方法包括访问包括多个节点和连接节点的多个边缘的社交图，每个节点对应于在线社交网络的用户，使用图形聚类识别社交图中的多个聚类， 基于群集向第一组用户提供治疗，并且基于针对每个用户的治疗的网络暴露来确定第一组中的用户的治疗效果治疗。

    METADATA PREDICTION OF OBJECTS IN A SOCIAL NETWORKING SYSTEM USING CROWD SOURCING
    26.
    发明申请
    METADATA PREDICTION OF OBJECTS IN A SOCIAL NETWORKING SYSTEM USING CROWD SOURCING 审中-公开
    使用CROWD SOURCING的社交网络系统中的对象的元数据预测

    公开(公告)号：US20150207901A1

    公开(公告)日：2015-07-23

    申请号：US14672551

    申请日：2015-03-30

    Applicant: Facebook, Inc.

    Inventor： Jeffrey Scott Dunn ,  Robert William Cathcart ,  Cameron Alexander Marlow ,  Mukund Narasimhan ,  Yuankai Ge ,  Venkataramanan Iyer Nandagopal ,  Chad Little

    IPC: H04L29/08

    CPC classification number: H04L67/306 ,  G06Q10/00 ,  H04L67/22

    Abstract: A social networking system leverages user's social information to evaluate content submitted for inclusion in objects. If the evaluated submission is accepted, the submission is added to the content of an object. Accepted submissions are also used to predict associations between metadata and objects. Metadata is used to predict which objects will match user searches for information. The social networking system also provides a user interface configured to prompt users to submit information to objects. When a user completes a submission to an object, the user is provided with other options for groups of objects to contribute to. The objects offered are chosen to increase the likelihood that the user will choose to provide submissions to one of the provided objects.

    Abstract translation: 社交网络系统利用用户的社交信息来评估提交给对象的内容。 如果评估的提交被接受，则将提交添加到对象的内容。 接受的提交也用于预测元数据和对象之间的关联。 元数据用于预测哪些对象将匹配用户搜索的信息。 社交网络系统还提供用户界面，用于提示用户将信息提交给对象。 当用户完成对对象的提交时，向用户提供用于对对象组贡献的其他选项。 所提供的对象被选择以增加用户将选择向所提供的对象之一提供提交的可能性。

    Network-aware Product Rollout in Online Social Networks
    27.
    发明申请
    Network-aware Product Rollout in Online Social Networks 有权
    在线社交网络中的网络感知产品推出

    公开(公告)号：US20150019639A1

    公开(公告)日：2015-01-15

    申请号：US13939093

    申请日：2013-07-10

    Applicant: Facebook, Inc.

    Inventor： Cameron Alexander Marlow ,  Dean Eckles ,  Brian Karrer ,  Johan Ugander ,  Lars Seren Backstrom ,  Jon Kleinberg

    IPC: H04L29/06

    CPC classification number: G06Q30/0244 ,  G06Q50/01 ,  H04L67/10 ,  H04L67/22 ,  H04L67/306 ,  H04W4/21

    Abstract: In one embodiment, a method includes accessing a social graph comprising a plurality of nodes and a plurality of edges connecting the nodes, each node corresponding to a user of an online social network, identifying a plurality of clusters in the social graph using graph clustering, providing a treatment to a first set of users based on the clusters, and determining a treatment effect treatment for the users in the first set based on a network exposure to the treatment for each user.

    Abstract translation: 在一个实施例中，一种方法包括访问包括多个节点和连接节点的多个边缘的社交图，每个节点对应于在线社交网络的用户，使用图形聚类识别社交图中的多个聚类， 基于群集向第一组用户提供治疗，并且基于针对每个用户的治疗的网络暴露来确定第一组中的用户的治疗效果治疗。

    FACILITATING INTERACTION AMONG USERS OF A SOCIAL NETWORK
    30.
    发明申请
    FACILITATING INTERACTION AMONG USERS OF A SOCIAL NETWORK 审中-公开
    促进社会网络使用者之间的互动

    公开(公告)号：US20160337307A1

    公开(公告)日：2016-11-17

    申请号：US15218657

    申请日：2016-07-25

    Applicant: Facebook, Inc.

    Inventor： Spencer Greg Ahrens ,  Cameron Alexander Marlow ,  Lars Seren Backstrom ,  Chaitanya Mishra

    IPC: H04L12/58 ,  H04L29/08 ,  G06F17/30 ,  H04L29/06

    CPC classification number: H04L51/32 ,  G06F3/04842 ,  G06F17/30598 ,  G06F17/30867 ,  G06Q10/10 ,  G06Q50/01 ,  H04L51/12 ,  H04L65/403 ,  H04L67/02 ,  H04L67/306 ,  H04W4/21

    Abstract: In one embodiment, a computing device receives an indication of a first user action by a first user. The computing device determines a topic of the first user action based on analyzing content associated with the first user action, and determines whether the first user has a preference to exclude posts associated with the topic or a category associated with the topic. If the first user has not indicated any preference to exclude posts associated with the topic or the category, then the computing device identifies a second user action by a second user and related to the topic, and determines whether the first user has indicated a preference to exclude posts associated with the second user. If the first user has not indicated any preference to exclude posts associated with the second user, the first user is provided with access to the second user action.

    Abstract translation: 在一个实施例中，计算设备接收第一用户对第一用户动作的指示。 计算设备基于分析与第一用户动作相关联的内容来确定第一用户动作的主题，并且确定第一用户是否具有排除与主题相关联的帖子或与主题相关联的类别的偏好。 如果第一用户没有指示任何偏好来排除与主题或类别相关联的帖子，则计算设备识别第二用户的第二用户动作并与主题相关，并且确定第一用户是否已经指示了 排除与第二个用户相关联的帖子。 如果第一用户没有指示任何偏好来排除与第二用户相关联的帖子，则向第一用户提供对第二用户动作的访问。

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