公开(公告)号：US12222966B2

公开(公告)日：2025-02-11

申请号：US17328540

申请日：2021-05-24

Applicant: Snap Inc.

Inventor： Anatoli Chklovski ,  Douglas Cohen ,  Scott Lippert

IPC: G06F16/28 ,  H04L51/04 ,  H04L67/50

Abstract: A system analyzes user activity data generated by computing devices associated with a plurality of users in a messaging system to extract a random user from the plurality of users. Based on determining that user activity data associated with the random user comprises a consistent pattern, a cluster associated with the consistent pattern is generated and the random user is added to the cluster. Then user activity data for the other users in the plurality of users is analyzed to determine whether user activity data for each of the other users comprises a similar pattern as the generated cluster. Each user that is determined to be associated with user activity data comprising a similar pattern as the consistent pattern of the generated cluster is added to the generated cluster and user activity data associated with each user added to the generated cluster is removed from the user activity data.

公开(公告)号：US11023496B1

公开(公告)日：2021-06-01

申请号：US15945298

申请日：2018-04-04

Applicant: Snap Inc.

Inventor： Anatoli Chklovski ,  Douglas Cohen ,  Scott Lippert

IPC: H04L12/58 ,  H04L29/08 ,  G06F16/28

Abstract: A system analyzes user activity data generated by computing devices associated with a plurality of users in a messaging system to extract a random user from the plurality of users. Based on determining that user activity data associated with the random user comprises a consistent pattern, a cluster associated with the consistent pattern is generated and the random user is added to the cluster. Then user activity data for the other users in the plurality of users is analyzed to determine whether user activity data for each of the other users comprises a similar pattern as the generated cluster. Each user that is determined to be associated with user activity data comprising a similar pattern as the consistent pattern of the generated cluster is added to the generated cluster and user activity data associated with each user added to the generated cluster is removed from the user activity data.

公开(公告)号：US20210279262A1

公开(公告)日：2021-09-09

申请号：US17328540

申请日：2021-05-24

Applicant: Snap Inc

Inventor： Anatoli Chklovski ,  Douglas Cohen ,  Scott Lippert

IPC: G06F16/28 ,  H04L29/08 ,  H04L12/58

Abstract: A system analyzes user activity data generated by computing devices associated with a plurality of users in a messaging system to extract a random user from the plurality of users. Based on determining that user activity data associated with the random user comprises a consistent pattern, a cluster associated with the consistent pattern is generated and the random user is added to the cluster. Then user activity data for the other users in the plurality of users is analyzed to determine whether user activity data for each of the other users comprises a similar pattern as the generated cluster. Each user that is determined to be associated with user activity data comprising a similar pattern as the consistent pattern of the generated cluster is added to the generated cluster and user activity data associated with each user added to the generated cluster is removed from the user activity data.