公开(公告)号：US10733254B2

公开(公告)日：2020-08-04

申请号：US14964815

申请日：2015-12-10

Applicant: Facebook, Inc.

Inventor： Gregory Matthew Marra ,  David Vickrey ,  Mahmud Sami Tas ,  Yue Zhuo

IPC: G06F16/9538 ,  G06F16/2457 ,  H04L29/08 ,  G06Q50/00 ,  G06F16/9535 ,  G06F16/9536

Abstract: An online system, such as a social networking system, monitors user interactions with news feed stories of the social networking system and divides the user interactions into non-content clicks and content clicks. The non-content clicks indicate a user's interest in news feed stories based on user actions such as comments on, likes, shares, and hides the news feed stories. The content clicks indicate a user's interest in news feed stories based on user actions on different specific portions of multimedia content (e.g., videos) in the news feed stories such as playing, fast forwarding. The social networking system trains a model based on the monitored user interactions with news feed stories and uses the trained model to rank news feed stories for presentation to a user. The ranks of news feed stories for a user are determined based on a likelihood that the user would find the story interesting.

公开(公告)号：US20170337637A1

公开(公告)日：2017-11-23

申请号：US15663379

申请日：2017-07-28

Applicant: Facebook, Inc.

Inventor： Chao Ruan ,  Shilin Ding ,  Jiayi Zhu ,  Wenyuan Yu ,  Li Zhang ,  Gregory Matthew Marra ,  Andrew Chung ,  Zhiqiu Kong

IPC: G06Q50/00

CPC classification number: G06Q50/01 ,  H04L29/08 ,  H04L67/32

Abstract: A social networking system provides a content feed to a client device associated with the user of a social networking system, the content feed including a plurality of content items. The social networking system identifies one or more missed content items, of the plurality of content items, that were part of the content feed and were not displayed by the client device. The social networking system generates a subsequent content feed that includes one or more content items that have not been previously provided to the client device and a missed feed unit that is associated with the one or more missed content items. In one embodiment, the missed feed unit, when selected, redirects the user to a new page that presents a different content feed including the identified missed content items. The social networking system provides the subsequent content feed to the client device for presentation to the user.

公开(公告)号：US09747647B2

公开(公告)日：2017-08-29

申请号：US14336901

申请日：2014-07-21

Applicant: Facebook, Inc.

Inventor： Chao Ruan ,  Shilin Ding ,  Jiayi Zhu ,  Wenyuan Yu ,  Li Zhang ,  Gregory Matthew Marra ,  Andrew Chung ,  Zhiqiu Kong

IPC: H04L29/08 ,  G06Q50/00

CPC classification number: G06Q50/01

Abstract: A social networking system provides a content feed to a client device associated with the user of a social networking system, the content feed including a plurality of content items. The social networking system identifies one or more missed content items, of the plurality of content items, that were part of the content feed and were not displayed by the client device. The social networking system generates a subsequent content feed that includes one or more content items that have not been previously provided to the client device and a missed feed unit that is associated with the one or more missed content items. In one embodiment, the missed feed unit, when selected, redirects the user to a new page that presents a different content feed including the identified missed content items. The social networking system provides the subsequent content feed to the client device for presentation to the user.

公开(公告)号：US20170171139A1

公开(公告)日：2017-06-15

申请号：US14964815

申请日：2015-12-10

Applicant: Facebook, Inc.

Inventor： Gregory Matthew Marra ,  David Vickrey ,  Mahmud Sami Tas ,  Yue Zhuo

IPC: H04L12/58

Abstract: An online system, such as a social networking system, monitors user interactions with news feed stories of the social networking system and divides the user interactions into non-content clicks and content clicks. The non-content clicks indicate a user's interest in news feed stories based on user actions such as comments on, likes, shares, and hides the news feed stories. The content clicks indicate a user's interest in news feed stories based on user actions on different specific portions of multimedia content (e.g., videos) in the news feed stories such as playing, fast forwarding. The social networking system trains a model based on the monitored user interactions with news feed stories and uses the trained model to rank news feed stories for presentation to a user. The ranks of news feed stories for a user are determined based on a likelihood that the user would find the story interesting.

公开(公告)号：US20170102862A1

公开(公告)日：2017-04-13

申请号：US14880053

申请日：2015-10-09

Applicant: Facebook, Inc.

Inventor： Gregory Matthew Marra ,  Jason Jiawei Liao ,  Sikai Zhu ,  Jiesi Luo ,  Robin Maxime Clediere ,  Cemre Güngör

IPC: G06F3/0484 ,  G06F17/27

CPC classification number: G06Q50/01 ,  G06F16/9535

Abstract: Systems, methods, and non-transitory computer readable media are configured to provide a plurality of control modes to selectively control display of content items in a news feed of a user. One or more content items associated with a predetermined entity selected by the user or a predetermined event are identified based on at least one control mode of the plurality of control modes. Display of at least one content item of the one or more content items is provided in the news feed of the user.

公开(公告)号：US20160286002A1

公开(公告)日：2016-09-29

申请号：US14665973

申请日：2015-03-23

Applicant: Facebook, Inc.

Inventor： Gregory Matthew Marra ,  Michael Novati ,  Zhiqiu Kong

IPC: H04L29/08 ,  H04L12/24 ,  H04L12/58

CPC classification number: H04L51/12 ,  G06Q50/01 ,  H04L51/16 ,  H04L51/32

Abstract: Systems, methods, and non-transitory computer-readable media can acquire a specified set of one or more entities associated with a user of a social networking system. A collection of content items provided by the specified set of one or more entities can be detected. One or more content items that are unread by the user can be identified out of the collection of content items. The one or more content items unread by the user can be sorted, in a chronological order, to produce a sorted set of one or more unread content items. An interface can be provided to the user for accessing the sorted set of one or more unread content items.

Abstract translation: 系统，方法和非暂时计算机可读介质可以获取与社交网络系统的用户相关联的一个或多个实体的指定集合。 可以检测由指定的一个或多个实体组提供的内容项集合。 可以从内容项的集合中识别未被用户读取的一个或多个内容项。 用户未读取的一个或多个内容项目可以按时间顺序排序，以产生一个或多个未读内容项目的排序集。 可以向用户提供用于访问一个或多个未读内容项目的排序集合的界面。

公开(公告)号：US10270723B2

公开(公告)日：2019-04-23

申请号：US14665973

申请日：2015-03-23

Applicant: Facebook, Inc.

Inventor： Gregory Matthew Marra ,  Michael Novati ,  Zhiqiu Kong

IPC: H04L12/58 ,  G06Q50/00

Abstract: Systems, methods, and non-transitory computer-readable media can acquire a specified set of one or more entities associated with a user of a social networking system. A collection of content items provided by the specified set of one or more entities can be detected. One or more content items that are unread by the user can be identified out of the collection of content items. The one or more content items unread by the user can be sorted, in a chronological order, to produce a sorted set of one or more unread content items. An interface can be provided to the user for accessing the sorted set of one or more unread content items.

公开(公告)号：US10191927B2

公开(公告)日：2019-01-29

申请号：US14243739

申请日：2014-04-02

Applicant: Facebook, Inc.

Inventor： Gregory Matthew Marra ,  Yi Guo ,  Chao Ruan ,  Li Zhang

IPC: G06F17/30

Abstract: A social networking system selects content items previously presented to a user for presentation to the user along with content items that were not previously presented. The social networking system selects candidate content items as previously-presented content items satisfying one or more criteria. One or more indices each associated with one or more attributes are generated that include candidate content items having attributes associated with an index. Candidate content items in an index are ranked based on a likelihood of the user interacting with the candidate content items in the index, and one or more candidate content items are selected from the index for presentation based on the ranking. The candidate content items selected from the index are presented to the user along with additional content items not previously-presented to the user.

公开(公告)号：US09959250B2

公开(公告)日：2018-05-01

申请号：US15147685

申请日：2016-05-05

Applicant: Facebook, Inc.

Inventor： Gregory Matthew Marra ,  Christopher Struhar

IPC: G06F17/21 ,  G06Q50/00 ,  G06Q10/10 ,  G06T11/60 ,  H04L12/58

CPC classification number: G06F17/212 ,  G06Q10/10 ,  G06Q50/01 ,  G06T11/60 ,  H04L51/043 ,  H04L51/10 ,  H04L51/32

Abstract: When a social networking system receives an image and associated text for presentation to one or more users, the social networking system determines how to present the text and the image. For example, the social networking system determines if to overlay the text onto an area of the image. A readability score indicating the readability of the text if overlaid onto an area of the image is determined based on attributes of the image and of the text. Using the readability score, the social networking system overlays the text onto an area of the image when presented to other users or presents the text adjacent to the image when presented to other users.

公开(公告)号：US20170177578A1

公开(公告)日：2017-06-22

申请号：US14975433

申请日：2015-12-18

Applicant: Facebook, Inc.

Inventor： Mahmud Sami Tas ,  Vibhi Kant ,  Gregory Matthew Marra ,  Dean Griffin Eckles ,  Yaroslav O. Dudin

IPC: G06F17/30 ,  H04L29/08 ,  G06N7/00

Abstract: Systems, methods, and non-transitory computer-readable media can obtain at least one content item to be scored with respect to a user, wherein the score is used to determine whether the content item is included in a content feed of the user. A value for a first event is determined based at least in part on a likelihood of the user performing an action with respect to the content item, wherein the likelihood of the user performing the action is greater than an average user of the social networking system. The score for the content item is determined based at least in part on the value for the first event, wherein the first value is dampened to reduce its contribution to the score.