公开(公告)号：US20190057156A1

公开(公告)日：2019-02-21

申请号：US15680556

申请日：2017-08-18

Applicant: Facebook, Inc.

Inventor： Meiying Li ,  Bradley Ray Green ,  Jing He ,  Andrew Bangkrasor Johnson

IPC: G06F17/30 ,  G06N99/00

Abstract: Systems, methods, and non-transitory computer readable media can receive a request to generate a hovercard associated with a page of a social networking system for a user. One or more of textual content items associated with the page, multimedia content items associated with the page, or actions associated with the page can be ranked for the user, based on one or more machine learning models. The hovercard associated with the page can be dynamically generated for the user for display, based on the ranked textual content items, multimedia content items, or actions.

公开(公告)号：US11106859B1

公开(公告)日：2021-08-31

申请号：US16018848

申请日：2018-06-26

Applicant: Facebook, Inc.

Inventor： Yixin Li ,  Wenzhe Jiang ,  Jing He ,  Jinyi Yao

IPC: G06F40/134 ,  G06Q50/00 ,  G06N3/04 ,  G06F16/958 ,  G06F40/151

Abstract: Systems, methods, and non-transitory computer readable media are configured to generate multiple channel embeddings for a page of a social networking system. The multiple channel embeddings can be mapped to a shared embedding space. A page embedding for the page of the social networking system can then be generated.