公开(公告)号：US10078909B1

公开(公告)日：2018-09-18

申请号：US15596777

申请日：2017-05-16

Applicant: Facebook, Inc.

Inventor： Crystal Rhan-Tsor Chen ,  Lydia Han ,  Aigerim Shorman ,  Tanner Cotant Christensen ,  Noah Bradley Blecher ,  Daniil Burdakov ,  Karthik Narayan ,  Harshdeep Singh ,  Pradeep George Mathias ,  Deepa Diwakar ,  Tamar Bar Lev ,  Christopher Jon Lang ,  Shupin Mao

IPC: G06F3/0484 ,  G06Q50/00 ,  G06N99/00 ,  G06F3/14 ,  G06T11/60

CPC classification number: G06N20/00 ,  G06F3/04842 ,  G06F3/14 ,  G06F3/147 ,  G09G2340/12 ,  G09G2340/125

Abstract: An online system customizes video conversations between users of the online system by providing graphics that are likely to interest the users. The online system may present composite views overlaying selected graphics on a video stream, which may be part of an augmented reality (AR) environment. The graphics include, for example, background graphics, masks, props, visual or particular effects, frames or borders, etc. The online system may use a machine learning model to predict whether a user is likely to select or interact with a particular graphic. The online system can also filter or rank graphics according to user affinities or user connections on the online system. Users may be encouraged to interact with the graphics that are customized to their specific interests, which can promote an engaging video conversation or AR experience.

公开(公告)号：US10529109B1

公开(公告)日：2020-01-07

申请号：US16388549

申请日：2019-04-18

Applicant: Facebook, Inc.

Inventor： Crystal Rhan-Tsor Chen ,  Lydia Han ,  Aigerim Shorman ,  Tanner Cotant Christensen ,  Noah Bradley Blecher ,  Daniil Burdakov ,  Karthik Narayan ,  Harshdeep Singh ,  Pradeep George Mathias ,  Deepa Diwakar ,  Tamar Bar Lev ,  Christopher Jon Lang ,  Shupin Mao

IPC: G06T11/60 ,  G06F3/0484 ,  G06F3/14 ,  G06N20/00

Abstract: An online system customizes video conversations between users of the online system by providing graphics that are likely to interest the users. The online system may present composite views overlaying selected graphics on a video stream, which may be part of an augmented reality (AR) environment. The graphics include, for example, background graphics, masks, props, visual or particular effects, frames or borders, etc. The online system may use a machine learning model to predict whether a user is likely to select or interact with a particular graphic. The online system can also filter or rank graphics according to user affinities or user connections on the online system. Users may be encouraged to interact with the graphics that are customized to their specific interests, which can promote an engaging video conversation or AR experience.

公开(公告)号：US20160330524A1

公开(公告)日：2016-11-10

申请号：US14703652

申请日：2015-05-04

Applicant: Facebook, Inc.

Inventor： Yuanxuan Wang ,  Brett Welch ,  Sahil P. Thaker ,  Fidji Nahema Simo ,  Deepa Diwakar ,  Varun Kacholia

IPC: H04N21/482 ,  H04N21/25 ,  H04N21/258 ,  H04N21/262 ,  H04N21/439 ,  H04N21/442 ,  H04N21/4782 ,  H04N21/2668 ,  H04N21/431

CPC classification number: H04N21/4826 ,  H04N21/251 ,  H04N21/47205

Abstract: An online system generates a feed of content items for a user subject to a limitation restricting the number of content items including video data (“video content items”) included in the feed. If the user interacts with a video content item the feed, the online system selects candidate video content items based on characteristics of the video content item in the feed and characteristics of the user. The online system determines likelihoods of the user interacting with various candidate video content items and selects candidate video content items based on the determined likelihoods. To present the user with additional video content items, the online system generates an interface including the selected candidate video content items and presents the interface to the user. The interface may be presented in place of the feed or may be presented as within the feed and presents different video content items based on user interactions.

Abstract translation: 在线系统生成用于受限于限制包括在馈送中的视频数据（“视频内容项”）的内容项目的数量的用户的内容项的馈送。 如果用户与视频内容项目进行交互，则在线系统基于馈送中的视频内容项目的特征和用户的特征来选择候选视频内容项目。 在线系统确定用户与各种候选视频内容项目交互的可能性，并且基于所确定的可能性来选择候选视频内容项目。 为了向用户呈现额外的视频内容项目，在线系统生成包括所选候选视频内容项目的界面，并向用户呈现接口。 该接口可以被代替馈送，或者可以被呈现在馈送内，并且基于用户交互呈现不同的视频内容项。

公开(公告)号：US20160162487A1

公开(公告)日：2016-06-09

申请号：US14564832

申请日：2014-12-09

Applicant: Facebook, Inc.

Inventor： Christopher Shahin Moghbel ,  Varun Kacholia ,  Yuanxuan Wang ,  Deepa Diwakar ,  David Vickrey ,  Cameron Alexander Marlow

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

CPC classification number: G06F16/24578 ,  G06F16/24575 ,  G06F16/9535 ,  H04L67/02 ,  H04L67/10 ,  H04L67/22 ,  H04L67/306

Abstract: Systems, methods, and non-transitory computer-readable media can identify a source content item for which related content is to be provided. A set of candidate content items associated with the source content item can be selected. The set of candidate content items can be ranked based, at least in part, on a set of engagement signals associated with the set of candidate content items. A subset of highest ranked candidate content items out of the set of candidate content items can be provided as the related content for the source content item.

Abstract translation: 系统，方法和非暂时计算机可读介质可以标识要提供相关内容的源内容项。 可以选择与源内容项相关联的一组候选内容项。 可以至少部分地基于与该组候选内容项相关联的一组参与信号对候选内容项集合进行排名。 可以提供候选内容项集合中的最高排名的候选内容项目的子集作为源内容项目的相关内容。

公开(公告)号：US10311619B1

公开(公告)日：2019-06-04

申请号：US16103927

申请日：2018-08-15

Applicant: Facebook, Inc.

Inventor： Crystal Rhan-Tsor Chen ,  Lydia Han ,  Aigerim Shorman ,  Tanner Cotant Christensen ,  Noah Bradley Blecher ,  Daniil Burdakov ,  Karthik Narayan ,  Harshdeep Singh ,  Pradeep George Mathias ,  Deepa Diwakar ,  Tamar Bar Lev ,  Christopher Jon Lang ,  Shupin Mao

IPC: G06T11/60 ,  G06F3/0484 ,  G06F3/14 ,  G06N20/00

Abstract: An online system customizes video conversations between users of the online system by providing graphics that are likely to interest the users. The online system may present composite views overlaying selected graphics on a video stream, which may be part of an augmented reality (AR) environment. The graphics include, for example, background graphics, masks, props, visual or particular effects, frames or borders, etc. The online system may use a machine learning model to predict whether a user is likely to select or interact with a particular graphic. The online system can also filter or rank graphics according to user affinities or user connections on the online system. Users may be encouraged to interact with the graphics that are customized to their specific interests, which can promote an engaging video conversation or AR experience.

公开(公告)号：US09936258B2

公开(公告)日：2018-04-03

申请号：US14703652

申请日：2015-05-04

Applicant: Facebook, Inc.

Inventor： Yuanxuan Wang ,  Brett Welch ,  Sahil P. Thaker ,  Fidji Nahema Simo ,  Deepa Diwakar ,  Varun Kacholia

IPC: G06F3/00 ,  G06F13/00 ,  H04N5/445 ,  H04N21/482 ,  H04N21/25 ,  H04N21/472

CPC classification number: H04N21/4826 ,  H04N21/251 ,  H04N21/47205

Abstract: An online system generates a feed of content items for a user subject to a limitation restricting the number of content items including video data (“video content items”) included in the feed. If the user interacts with a video content item the feed, the online system selects candidate video content items based on characteristics of the video content item in the feed and characteristics of the user. The online system determines likelihoods of the user interacting with various candidate video content items and selects candidate video content items based on the determined likelihoods. To present the user with additional video content items, the online system generates an interface including the selected candidate video content items and presents the interface to the user. The interface may be presented in place of the feed or may be presented as within the feed and presents different video content items based on user interactions.