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    Identifying groups for a social networking system user based on interactions by the user with various groups
    2.
    发明授权
    Identifying groups for a social networking system user based on interactions by the user with various groups 有权

    公开(公告)号：US09990680B2

    公开(公告)日：2018-06-05

    申请号：US15601107

    申请日：2017-05-22

    Applicant: Facebook, Inc.

    Inventor： Bradley Ray Green ,  Li Ju ,  Yi Miao

    IPC: G06Q50/00 ,  H04L12/58

    CPC classification number: G06Q50/01 ,  H04L51/32

    Abstract: A social networking system selects a set of groups for presentation to a user of the social networking system. To select groups, the social networking system determines scores for various groups representing a likelihood of the user interacting with the groups. The social networking system may identify a set of groups based on interactions between the user and various groups occurring during a specific time interval and determine scores for groups in the set. When determining a score for a group, the social networking system accounts for times associated with interactions between the user and various groups. Based on the scores, one or more groups are selected and presented to the user. Additionally, the social networking system may identify a time to present the selected one or more groups to the user based on prior user interactions with various groups.

    Adjusting pacing of notifications based on interactions with previous notifications
    4.
    发明授权
    Adjusting pacing of notifications based on interactions with previous notifications 有权

    公开(公告)号：US10827014B1

    公开(公告)日：2020-11-03

    申请号：US16390462

    申请日：2019-04-22

    Applicant: Facebook, Inc.

    Inventor： Li Ju ,  Matthew Bryan Folz ,  Ramanathan Palaniappan ,  Jonathan Ma ,  Pawel Bara

    IPC: H04L29/08 ,  G06F11/34 ,  G06Q30/02 ,  G06Q50/00

    Abstract: An online system predicts the user's activity on the online system during a future time interval (e.g., the next day). The system collects activity data, such as actions that the user has taken on the system. The system predicts whether the user is likely to be active during the future time interval based on features extracted from the activity data. This system determines selection of notifications and delivery of notifications based on the predicted time when the user is likely to be active on the online system. The system further records the user's past interactions with notifications, such as whether the user viewed the notification, whether the user interacted with a content item associated with the notification, and so on. If system determines a rate of delivery of notifications to the user based on the frequency of past user interactions with notifications.

    RECOMMENDATIONS FOR ONLINE SYSTEM GROUPS
    6.
    发明申请
    RECOMMENDATIONS FOR ONLINE SYSTEM GROUPS 审中-公开

    公开(公告)号：US20180322122A1

    公开(公告)日：2018-11-08

    申请号：US15585628

    申请日：2017-05-03

    Applicant: Facebook, Inc.

    Inventor： Yi Miao ,  Kelly Jayne Mayes ,  Eric Carl Ertmann ,  Li Ju ,  Congle Zhang

    IPC: G06F17/30 ,  H04L29/08 ,  G06F3/0484

    CPC classification number: G06F17/3053 ,  G06F3/04842 ,  G06F17/30601 ,  G06F17/30867 ,  H04L67/18 ,  H04L67/306

    Abstract: An online system provides group recommendations by applying a set of sourcing rules to identify a plurality of candidate groups and then generating scores for the candidate groups. The sourcing rules can be configured to identify a relatively small subset of the groups maintained by the online system. After the candidate groups are identified, the online system generates a score for each candidate group, ranks the candidate groups based on the scores, and sends high-ranking candidate groups to the target user to be displayed as recommended groups. As a result, the online system generates a smaller number of scores, which advantageously allows for the online system to provide group recommendations to users in a more computationally efficient manner.

    RECOMMENDING A GROUP TO A USER OF A SOCIAL NETWORKING SYSTEM BASED ON AN AFFINITY OF THE USER FOR AN INFERRED TOPIC ASSOCIATED WITH THE GROUP
    7.
    发明申请
    RECOMMENDING A GROUP TO A USER OF A SOCIAL NETWORKING SYSTEM BASED ON AN AFFINITY OF THE USER FOR AN INFERRED TOPIC ASSOCIATED WITH THE GROUP 审中-公开

    公开(公告)号：US20180314976A1

    公开(公告)日：2018-11-01

    申请号：US15499751

    申请日：2017-04-27

    Applicant: Facebook, Inc.

    Inventor： Yi Miao ,  Ritika Prasad ,  Li Ju ,  Eric Carl Ertmann ,  Haebin Kim

    IPC: G06N99/00 ,  H04L12/58 ,  H04L29/08 ,  G06Q50/00 ,  G06N5/04

    Abstract: A social networking system allows users of the social networking system to create and join various groups maintained in the social networking system. The social networking system may partition the groups into a geographical grid based on geographic locations associated with the groups, such that each group is associated with a portion of the geographical grid. Each group is associated with one or more topics, which may be inferred by the social networking system based on content posted by members of the group in association with the group and attributes associated with members of the group. Each group is also associated with membership criteria that include attributes for members of the group. Based on the geographical grid, the topics, and/or the membership criteria associated with the groups, the social networking system may select one or more groups to recommend to a user of the social networking system.

    ADJUSTING PACING OF NOTIFICATIONS BASED ON INTERACTIONS WITH PREVIOUS NOTIFICATIONS
    8.
    发明申请
    ADJUSTING PACING OF NOTIFICATIONS BASED ON INTERACTIONS WITH PREVIOUS NOTIFICATIONS 审中-公开

    公开(公告)号：US20180139295A1

    公开(公告)日：2018-05-17

    申请号：US15354948

    申请日：2016-11-17

    Applicant: Facebook, Inc.

    Inventor： Li Ju ,  Matthew Bryan Folz ,  Ramanathan Palaniappan ,  Jonathan Ma ,  Pawel Bara

    IPC: H04L29/08

    CPC classification number: H04L67/22 ,  G06F11/34 ,  G06Q30/0201 ,  H04L67/24 ,  H04L67/26 ,  H04L67/306

    Abstract: An online system predicts the user's activity on the online system during a future time interval (e.g., the next day). The system collects activity data, such as actions that the user has taken on the system. The system predicts whether the user is likely to be active during the future time interval based on features extracted from the activity data. This system determines selection of notifications and delivery of notifications based on the predicted time when the user is likely to be active on the online system. The system further records the user's past interactions with notifications, such as whether the user viewed the notification, whether the user interacted with a content item associated with the notification, and so on. If system determines a rate of delivery of notifications to the user based on the frequency of past user interactions with notifications.

    Identifying Groups For A Social Networking System User Based On Interactions By The User With Various Groups
    9.
    发明申请
    Identifying Groups For A Social Networking System User Based On Interactions By The User With Various Groups 有权
    基于用户与各种群组的交互的社交网络系统用户识别组

    公开(公告)号：US20160378758A1

    公开(公告)日：2016-12-29

    申请号：US14750494

    申请日：2015-06-25

    Applicant: Facebook, Inc.

    Inventor： Bradley Ray Green ,  Li Ju ,  Yi Miao

    IPC: G06F17/30

    CPC classification number: G06Q50/01 ,  H04L51/32

    Abstract: A social networking system selects a set of groups for presentation to a user of the social networking system. To select groups, the social networking system determines scores for various groups representing a likelihood of the user interacting with the groups. The social networking system may identify a set of groups based on interactions between the user and various groups occurring during a specific time interval and determine scores for groups in the set. When determining a score for a group, the social networking system accounts for times associated with interactions between the user and various groups. Based on the scores, one or more groups are selected and presented to the user. Additionally, the social networking system may identify a time to present the selected one or more groups to the user based on prior user interactions with various groups.

    Abstract translation: 社交网络系统选择一组用于呈现给社交网络系统的用户的组。 为了选择组，社交网络系统确定表示用户与组交互的可能性的各种组的分数。 社交网络系统可以基于在特定时间间隔期间发生的用户与各种群组之间的交互来识别一组群组，并且确定该群组中的群组的得分。 当确定一个组的分数时，社交网络系统会占用户与各个组之间的交互相关的时间。 基于分数，选择一个或多个组并呈现给用户。 此外，社交网络系统可以基于与各个组的先前用户交互来识别向用户呈现所选择的一个或多个组的时间。

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