公开(公告)号：US20180157663A1

公开(公告)日：2018-06-07

申请号：US15371181

申请日：2016-12-06

Applicant: Facebook, Inc.

Inventor： Komal Kapoor ,  Aryamman Jain ,  Bradley Ray Green

IPC: G06F17/30 ,  G06N7/00 ,  H04L29/08 ,  G06N3/08

CPC classification number: G06F16/24578 ,  G06F16/334 ,  G06F16/35 ,  G06N20/00 ,  G06Q30/0201 ,  G06Q50/01

Abstract: Systems, methods, and non-transitory computer-readable media can calculate user similarity scores for a plurality of users on a social networking system with respect to a first user based on user embeddings for the plurality of users and the first user. A set of similar users comprising a plurality of similar users is determined based on the user similarity scores. Page recommendation scores are calculated for a plurality of pages associated with the plurality of similar users based on the user similarity scores. One or more page recommendations are determined for the first user based on the page recommendation scores.