公开(公告)号：US11200271B2

公开(公告)日：2021-12-14

申请号：US16853353

申请日：2020-04-20

Applicant: Facebook, Inc.

Inventor： Laura Ling Javier ,  Sachin Monga ,  Kristina Varshavskaya ,  Daniil Burdakov ,  Ittai Sean Barzilay ,  Volodymyr Giginiak ,  Harshdeep Singh ,  Connor C Hayes

IPC: G06F16/44 ,  H04N5/232 ,  G06F3/0481 ,  H04N5/262 ,  G11B27/00 ,  G06F16/2457 ,  G06F3/0482 ,  G11B27/031 ,  G11B27/34

Abstract: The present disclosure is directed toward systems and methods for ranking media effects. For example, systems and methods described herein enable a user to select and apply one or more media effects to a media communication such as a digital photograph or video. Systems and methods described herein identify and rank media effects based on characteristics associated with the user and the user's client-computing device. Furthermore, systems and methods described herein automatically present the top-ranked media effects to the user such that the user can easily select and apply one or more media effects that are tailored specifically to the user.

公开(公告)号：US10515108B2

公开(公告)日：2019-12-24

申请号：US15395755

申请日：2016-12-30

Applicant: Facebook, Inc.

Inventor： Laura Ling Javier ,  Sachin Monga ,  Kristina Varshavskaya ,  Daniil Burdakov ,  Ittai Sean Barzilay ,  Volodymyr Giginiak ,  Harshdeep Singh ,  Connor C Hayes

IPC: G06F16/44 ,  G06F16/2457 ,  G11B27/00 ,  H04N5/262 ,  H04N5/232 ,  G06F3/0481 ,  G06F3/0482

Abstract: The present disclosure is directed toward systems and methods for ranking media effects. For example, systems and methods described herein enable a user to select and apply one or more media effects to a media communication such as a digital photograph or video. Systems and methods described herein identify and rank media effects based on characteristics associated with the user and the user's client-computing device. Furthermore, systems and methods described herein automatically present the top-ranked media effects to the user such that the user can easily select and apply one or more media effects that are tailored specifically to the user.

公开(公告)号：US20220083584A1

公开(公告)日：2022-03-17

申请号：US17537315

申请日：2021-11-29

Applicant: Facebook, Inc.

Inventor： Laura Ling Javier ,  Sachin Monga ,  Kristina Varshavskaya ,  Daniil Burdakov ,  Ittai Sean Barzilay ,  Volodymyr Giginiak ,  Harshdeep Singh ,  Connor C. Hayes

IPC: G06F16/44 ,  G06F3/0482 ,  G06F16/2457 ,  G06F3/0481 ,  H04N5/262 ,  H04N5/232 ,  G11B27/00

Abstract: The present disclosure is directed toward systems and methods for ranking media effects. For example, systems and methods described herein enable a user to select and apply one or more media effects to a media communication such as a digital photograph or video. Systems and methods described herein identify and rank media effects based on characteristics associated with the user and the user's client-computing device. Furthermore, systems and methods described herein automatically present the top-ranked media effects to the user such that the user can easily select and apply one or more media effects that are tailored specifically to the user.

公开(公告)号：US20200250222A1

公开(公告)日：2020-08-06

申请号：US16853353

申请日：2020-04-20

Applicant: Facebook, Inc.

Inventor： Laura Ling Javier ,  Sachin Monga ,  Kristina Varshavskaya ,  Daniil Burdakov ,  Ittai Sean Barzilay ,  Volodymyr Giginiak ,  Harshdeep Singh ,  Connor C. Hayes

IPC: G06F16/44 ,  H04N5/232 ,  G06F3/0481 ,  G11B27/00 ,  G06F16/2457 ,  G06F3/0482 ,  H04N5/262

Abstract: The present disclosure is directed toward systems and methods for ranking media effects. For example, systems and methods described herein enable a user to select and apply one or more media effects to a media communication such as a digital photograph or video. Systems and methods described herein identify and rank media effects based on characteristics associated with the user and the user's client-computing device. Furthermore, systems and methods described herein automatically present the top-ranked media effects to the user such that the user can easily select and apply one or more media effects that are tailored specifically to the user.

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：US11017012B2

公开(公告)日：2021-05-25

申请号：US16716344

申请日：2019-12-16

Applicant: Facebook, Inc.

Inventor： Laura Ling Javier ,  Sachin Monga ,  Kristina Varshavskaya ,  Daniil Burdakov ,  Ittai Sean Barzilay ,  Volodymyr Giginiak ,  Harshdeep Singh ,  Connor C Hayes

IPC: G06F16/44 ,  H04N5/232 ,  G06F3/0481 ,  H04N5/262 ,  G11B27/00 ,  G06F16/2457 ,  G06F3/0482 ,  G11B27/031 ,  G11B27/34

Abstract: The present disclosure is directed toward systems and methods for ranking media effects. For example, systems and methods described herein enable a user to select and apply one or more media effects to a media communication such as a digital photograph or video. Systems and methods described herein identify and rank media effects based on characteristics associated with the user and the user's client-computing device. Furthermore, systems and methods described herein automatically present the top-ranked media effects to the user such that the user can easily select and apply one or more media effects that are tailored specifically to the user.

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：US10419381B2

公开(公告)日：2019-09-17

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: G06F15/16 ,  H04L12/58 ,  H04L29/08

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.

公开(公告)号：US20200233894A1

公开(公告)日：2020-07-23

申请号：US16716344

申请日：2019-12-16

Applicant: Facebook, Inc.

Inventor： Laura Ling Javier ,  Sachin Monga ,  Kristina Varshavskaya ,  Daniil Burdakov ,  Ittai Sean Barzilay ,  Volodymyr Giginiak ,  Harshdeep Singh ,  Connor C. Hayes

IPC: G06F16/44 ,  G11B27/00 ,  H04N5/232 ,  H04N5/262 ,  G06F3/0481 ,  G06F16/2457 ,  G06F3/0482

Abstract: The present disclosure is directed toward systems and methods for ranking media effects. For example, systems and methods described herein enable a user to select and apply one or more media effects to a media communication such as a digital photograph or video. Systems and methods described herein identify and rank media effects based on characteristics associated with the user and the user's client-computing device. Furthermore, systems and methods described herein automatically present the top-ranked media effects to the user such that the user can easily select and apply one or more media effects that are tailored specifically to the user.

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.