公开(公告)号：US10313280B2

公开(公告)日：2019-06-04

申请号：US14964232

申请日：2015-12-09

Applicant: Facebook, Inc.

Inventor： Ariel Benjamin Evnine ,  Lada Ariana Adamic ,  Peter Henry Martinazzi ,  Ojus Abhimanyu Patil

IPC: G06F15/16 ,  H04L12/58 ,  H04L29/08 ,  G06Q10/06 ,  H04W4/21 ,  G06Q50/00

Abstract: The present disclosure relates to systems and methods for increasing messaging activity in a messaging system. Using the interactions of users with each other and/or with the messaging system, the disclosed systems and methods can predict how likely a pairing of two or more users are to engage in a highly active messaging thread. Based on this prediction, the disclosed methods and systems can, for example, more effectively organize contact lists and conduct promotional efforts associated with messaging features.

公开(公告)号：US20180341864A1

公开(公告)日：2018-11-29

申请号：US15604310

申请日：2017-05-24

Applicant: Facebook, Inc.

Inventor： Ariel Benjamin Evnine

IPC: G06N5/02 ,  G06Q50/00

Abstract: Systems, methods, and non-transitory computer readable media can obtain user navigation data associated with transitions by users between one or more pages associated with a system. Reduced dimensionality user navigation data can be generated based on the user navigation data. A plurality of clusters can be generated based on the reduced dimensionality user navigation data, wherein each cluster of the plurality of clusters corresponds to a user navigation pattern associated with the system.