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    Instantaneous recommendation of social interactions in a social networking system
    2.
    发明授权
    Instantaneous recommendation of social interactions in a social networking system 有权
    在社交网络系统中即时推荐社交互动

    公开(公告)号：US09043400B2

    公开(公告)日：2015-05-26

    申请号：US14108122

    申请日：2013-12-16

    Applicant: Facebook, Inc.

    Inventor： Yigal Dan Rubinstein ,  Srinivas P. Narayanan ,  Kent Schoen ,  Yanxin Shi ,  David Dawei Ye ,  Andrey Goder ,  Levy Klots ,  Robert Jin ,  Alexey Spiridonov

    IPC: H04L12/58 ,  G06Q10/10

    CPC classification number: H04L51/32 ,  G06Q10/107

    Abstract: As a user of a social networking system views a page that includes information provided by the system, certain types of social interactions are monitored. If an interaction monitored for is detected, at least one recommendation unit is identified to present to user on the page. The recommendation unit is identified based on a description of the interaction. The recommendation unit suggests that the user perform a social interaction in the social networking system. The recommendation unit is transmitted to a device of the user and is presented to the user on the page without having to reload the entire page.

    Abstract translation: 作为社交网络系统的用户，查看包含系统提供的信息的页面，监视某些类型的社交交互。 如果检测到监视的交互，则识别出至少一个推荐单元向页面上的用户呈现。 基于交互的描述来识别推荐单元。 推荐单元建议用户在社交网络系统中进行社交互动。 将推荐单元发送到用户的设备，并且在页面上呈现给用户，而不必重新加载整个页面。

    REAL-TIME ONLINE-LEARNING OBJECT RECOMMENDATION ENGINE
    6.
    发明申请
    REAL-TIME ONLINE-LEARNING OBJECT RECOMMENDATION ENGINE 审中-公开

    公开(公告)号：US20170351774A1

    公开(公告)日：2017-12-07

    申请号：US15685338

    申请日：2017-08-24

    Applicant: Facebook, Inc.

    Inventor： Yanxin Shi ,  Andrey Goder ,  David Ye

    IPC: G06F17/30

    CPC classification number: G06F16/9535

    Abstract: In one embodiment, a method includes receiving a request from a first user for a content page; in response to the request, identifying at least one content page, wherein the content page is associated with a page identifier; identifying a plurality of content items based at least in part on a plurality of content features associated with the content page; ranking the plurality of content items based at least in part on a plurality of user features associated with the first user; and delivering to the first user, with the requested content page, one or more of the plurality of content items as recommendations to the first user based on the ranking of the content items.

    INSTANTANEOUS RECOMMENDATION OF SOCIAL INTERACTIONS IN A SOCIAL NETWORKING SYSTEM
    8.
    发明申请
    INSTANTANEOUS RECOMMENDATION OF SOCIAL INTERACTIONS IN A SOCIAL NETWORKING SYSTEM 审中-公开
    社会互联系统社会互动的即时建议

    公开(公告)号：US20140108550A1

    公开(公告)日：2014-04-17

    申请号：US14108122

    申请日：2013-12-16

    Applicant: Facebook, Inc.

    Inventor： Yigal Dan Rubinstein ,  Srinivas P. Narayanan ,  Kent Schoen ,  Yanxin Shi ,  David Dawei Ye ,  Andrey Goder ,  Levy Klots ,  Robert Kang-Xing Jin ,  Alexey Spiridinov

    IPC: H04L12/58

    CPC classification number: H04L51/32 ,  G06Q10/107

    Abstract: As a user of a social networking system views a page that includes information provided by the system, certain types of social interactions are monitored. If an interaction monitored for is detected, at least one recommendation unit is identified to present to user on the page. The recommendation unit is identified based on a description of the interaction. The recommendation unit suggests that the user perform a social interaction in the social networking system. The recommendation unit is transmitted to a device of the user and is presented to the user on the page without having to reload the entire page.

    Abstract translation: 作为社交网络系统的用户，查看包含系统提供的信息的页面，监视某些类型的社交交互。 如果检测到监视的交互，则识别出至少一个推荐单元向页面上的用户呈现。 基于交互的描述来识别推荐单元。 推荐单元建议用户在社交网络系统中进行社交互动。 将推荐单元发送到用户的设备，并且在页面上呈现给用户，而不必重新加载整个页面。

    Promoting Individual System Goals Through System Recommendations
    9.
    发明申请
    Promoting Individual System Goals Through System Recommendations 审中-公开
    通过系统建议促进个人系统目标

    公开(公告)号：US20140222605A1

    公开(公告)日：2014-08-07

    申请号：US13758553

    申请日：2013-02-04

    Applicant: Facebook, Inc.

    Inventor： Yigal Dan Rubinstein ,  Yanxin Shi ,  John Hegeman

    IPC: G06Q30/06 ,  G06Q50/00 ,  G06Q30/08

    CPC classification number: G06Q30/0631 ,  G06Q30/08 ,  G06Q50/01

    Abstract: A social networking system presents recommendation units to its users. The recommendation units suggest actions for the users to increase their engagement with the social networking system or otherwise interact with other users. The social networking system establishes internal goals and associates bids for recommendation units with different goals. The bids reflect the value to the goal of a user interacting with a recommendation unit. Based on bids for recommendation units associated with one or more goals, expected values of the recommendation units arid determined. The recommendation units are ranked based on the expected values and one or more recommendation units are selected based on the ranking.

    Abstract translation: 社交网络系统向其用户提供推荐单位。 推荐单位建议用户采取行动，增加他们与社交网络系统的参与度，或以其他方式与其他用户互动。 社交网络系统建立内部目标，并将不同目标的推荐单位的出价联系起来。 出价反映了与推荐单位交互的用户的目标的价值。 根据与一个或多个目标相关的推荐单位的出价，推荐单位的预期值和确定的值。 基于预期值对推荐单元进行排序，并且基于排名选择一个或多个推荐单位。

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