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    Methods and Systems for Generating Content for Users of a Social Networking Service
    15.
    发明申请
    Methods and Systems for Generating Content for Users of a Social Networking Service 审中-公开

    公开(公告)号：US20180196879A1

    公开(公告)日：2018-07-12

    申请号：US15404119

    申请日：2017-01-11

    Applicant: FACEBOOK, INC.

    Inventor： Tamar Bar Lev ,  Volodymyr Giginiak ,  Markus Klaus Georg Emrich

    IPC: G06F17/30

    CPC classification number: G06F16/9535 ,  G06F16/24578 ,  G06F16/287

    Abstract: An exemplary method of generating content for a user of a social networking service includes, in an application of a social networking service, receiving a classification model from a server system associated with the social networking service. The method further includes detecting content items stored on the client device independently of the application. The method further includes generating content for a user of the social networking service that includes a set of content items from the detected content items, based at least in part on metadata for the set of content items. The metadata is stored at the client device. The method further includes, in accordance with a determination that the generated content for the user satisfies a criterion included in the classification model, presenting the content to the user in the application.

    PROMPT RANKING
    17.
    发明申请
    PROMPT RANKING 有权

    公开(公告)号：US20180063062A1

    公开(公告)日：2018-03-01

    申请号：US15251493

    申请日：2016-08-30

    Applicant: Facebook, Inc.

    Inventor： Daniil Burdakov ,  Xiaocong Liang ,  Sunyu Duan ,  Volodymyr Giginiak ,  Pedro Veras Bezerra da Silva

    IPC: H04L12/58 ,  H04L29/08

    CPC classification number: H04L51/26 ,  H04L51/24 ,  H04L51/32 ,  H04L67/306

    Abstract: In one embodiment, a method includes accessing a number of candidate notifications stored on the social-networking system. Each of the candidate notifications includes a prompt to perform an action on the social-networking system. The method also includes generating a user feature vector quantifying features of the user; and assessing, using a machine-learning model, one or more feature vectors in order to calculate an interaction score for each of the candidate notifications. The one or more feature vectors includes the user feature vector. The method also includes ranking each of the candidate notifications based at least in part on the respective calculated interaction score; and providing, based at least in part on the ranking, one or more of the candidate notifications to a client device of the user. Each of the provided candidate notifications satisfies a pre-determined threshold value.

    Methods and Systems for Generating Content for Users of a Social Networking Service
    18.
    发明申请
    Methods and Systems for Generating Content for Users of a Social Networking Service 有权

    公开(公告)号：US20210089600A1

    公开(公告)日：2021-03-25

    申请号：US17114298

    申请日：2020-12-07

    Applicant: FACEBOOK, INC.

    Inventor： Tamar Bar Lev ,  Volodymyr Giginiak ,  Markus Klaus Georg Emrich

    IPC: G06F16/9535 ,  G06F16/28 ,  G06F16/2457

    Abstract: An exemplary method of generating content for a user of a social networking service includes, in an application of a social networking service, receiving a classification model from a server system associated with the social networking service. The method further includes generating a collage for a user. The collage includes a set of content items stored on the client device. The method also includes, presenting the collage to the user if the collage satisfies a criterion included in the classification model. The method also includes tracking and providing user-interaction data for the collage to the server system, and receiving an updated classification model from the server system in accordance with the user-interaction data. The method also includes generating and presenting a new collage that includes a new set of content items stored on the client device, if the new collage satisfies the criterion included in the updated classification model.

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