公开(公告)号：US20180157759A1

公开(公告)日：2018-06-07

申请号：US15370815

申请日：2016-12-06

Applicant: Facebook, Inc.

Inventor： Chen Zheng ,  Zhenghao Qian ,  Linji Yang

IPC: G06F17/30 ,  G06Q50/00 ,  G06N99/00

CPC classification number: G06F16/9535 ,  G06F16/9038 ,  G06N20/00 ,  G06Q50/01

Abstract: Systems, methods, and non-transitory computer-readable media can receive an indication that a user of a social networking system has interacted with a first media content item on the social networking system. A set of potential media content items is compiled based on media content item similarity criteria indicative of a similarity of each potential media content item to the first media content item. The set of potential media content items is ranked based on ranking criteria, and filtered based on filtering criteria. One or more similar media content item recommendations are presented to the user via a graphical user interface, the one or more similar media content item recommendations based on the ranking and the filtering.

公开(公告)号：US20180115622A1

公开(公告)日：2018-04-26

申请号：US15299035

申请日：2016-10-20

Applicant: Facebook, Inc.

Inventor： Chen Zheng ,  Thomas Frederick Dimson ,  Linji Yang

IPC: H04L29/08 ,  H04L12/58 ,  H04L29/06 ,  G06N7/00 ,  G06N99/00

CPC classification number: H04L67/22 ,  G06N7/005 ,  G06N99/005 ,  G06Q10/10 ,  G06Q30/0241 ,  G06Q50/01 ,  H04L51/10 ,  H04L51/32 ,  H04L65/4084 ,  H04L67/06 ,  H04L67/18

Abstract: Systems, methods, and non-transitory computer-readable media can generate a set of candidate content items from a plurality of content items that are available in the social networking system, wherein one or more of the candidate content items are to be included in a personalized content stream for a first user. A corresponding score for each of the candidate content items can be generated with respect to the first user. A first set of content items can be determined from the set of candidate content items based at least in part on the respective scores, wherein content items in the first set are included in the personalized content stream.

公开(公告)号：US10764380B2

公开(公告)日：2020-09-01

申请号：US15299143

申请日：2016-10-20

Applicant: Facebook, Inc.

Inventor： Chen Zheng ,  Thomas Frederick Dimson ,  Linji Yang

IPC: H04L29/08 ,  G06Q50/00

Abstract: Systems, methods, and non-transitory computer-readable media can generate a set of candidate content items from a plurality of content items that are available in the social networking system, wherein one or more of the candidate content items are to be included in a personalized content stream for a first user. A corresponding score for each of the candidate content items can be generated with respect to the first user. A first set of content items can be determined from the set of candidate content items based at least in part on the respective scores, wherein content items in the first set are included in the personalized content stream.

公开(公告)号：US10320927B2

公开(公告)日：2019-06-11

申请号：US15299035

申请日：2016-10-20

Applicant: Facebook, Inc.

Inventor： Chen Zheng ,  Thomas Frederick Dimson ,  Linji Yang

IPC: G06N7/00 ,  G06N20/00 ,  G06Q10/10 ,  G06Q30/02 ,  G06Q50/00 ,  H04L12/58 ,  H04L29/06 ,  H04L29/08

Abstract: Systems, methods, and non-transitory computer-readable media can generate a set of candidate content items from a plurality of content items that are available in the social networking system, wherein one or more of the candidate content items are to be included in a personalized content stream for a first user. A corresponding score for each of the candidate content items can be generated with respect to the first user. A first set of content items can be determined from the set of candidate content items based at least in part on the respective scores, wherein content items in the first set are included in the personalized content stream.

公开(公告)号：US20180115630A1

公开(公告)日：2018-04-26

申请号：US15299143

申请日：2016-10-20

Applicant: Facebook, Inc.

Inventor： Chen Zheng ,  Thomas Frederick Dimson ,  Linji Yang

IPC: H04L29/08

Abstract: Systems, methods, and non-transitory computer-readable media can generate a set of candidate content items from a plurality of content items that are available in the social networking system, wherein one or more of the candidate content items are to be included in a personalized content stream for a first user. A corresponding score for each of the candidate content items can be generated with respect to the first user. A first set of content items can be determined from the set of candidate content items based at least in part on the respective scores, wherein content items in the first set are included in the personalized content stream.