公开(公告)号：US12141215B2

公开(公告)日：2024-11-12

申请号：US18450110

申请日：2023-08-15

Applicant: Snap Inc.

Inventor： Pierre Leveau ,  Antoine Sinton

IPC: G06F16/9535 ,  G06F3/0484 ,  G06F16/9536 ,  G06N3/08 ,  G06N5/022 ,  G06N20/00

Abstract: Methods, systems, and devices for generating contact suggestions for a user of a social network. A first score is computed for each one of the plurality of users, the first score being computed using an edge-weighted ranking algorithm based on the user graph. A second score is computed, using a machine learning model, for each user of the plurality of users, the second score of each user being, at least partially, based on the first score of said user, with the second score of each user being representative of a probability of a first user sending a connection request to said user. A ranked contact suggestion list of one or more users of the plurality of users is generated, the one or more users being ranked based on their respective second score.

公开(公告)号：US11868414B1

公开(公告)日：2024-01-09

申请号：US16353604

申请日：2019-03-14

Applicant: Snap Inc.

Inventor： Pierre Leveau ,  Antoine Sinton

IPC: G06F16/9535 ,  G06N20/00 ,  G06N3/08 ,  G06F3/0484

CPC classification number: G06F16/9535 ,  G06N20/00 ,  G06F3/0484 ,  G06N3/08

Abstract: Methods, systems, and devices for generating contact suggestions for a user of a social network. A first score is computed for each one of the plurality of users, the first score being computed using an edge-weighted ranking algorithm based on the user graph. A second score is computed, using a machine learning model, for each user of the plurality of users, the second score of each user being, at least partially, based on the first score of said user, with the second score of each user being representative of a probability of a first user sending a connection request to said user. A ranked contact suggestion list of one or more users of the plurality of users is generated, the one or more users being ranked based on their respective second score.

公开(公告)号：US20230385347A1

公开(公告)日：2023-11-30

申请号：US18450110

申请日：2023-08-15

Applicant: Snap Inc.

Inventor： Pierre Leveau ,  Antoine Sinton

IPC: G06F16/9535 ,  G06N20/00

CPC classification number: G06F16/9535 ,  G06N20/00 ,  G06F3/0484

Abstract: Methods, systems, and devices for generating contact suggestions for a user of a social network. A first score is computed for each one of the plurality of users, the first score being computed using an edge-weighted ranking algorithm based on the user graph. A second score is computed, using a machine learning model, for each user of the plurality of users, the second score of each user being, at least partially, based on the first score of said user, with the second score of each user being representative of a probability of a first user sending a connection request to said user. A ranked contact suggestion list of one or more users of the plurality of users is generated, the one or more users being ranked based on their respective second score.