公开(公告)号：US11968165B1

公开(公告)日：2024-04-23

申请号：US18086138

申请日：2022-12-21

申请人： Microsoft Technology Licensing, LLC

发明人： Ivan Lopez Moreno ,  Xuexin Ren ,  Ying Han ,  Shaunak Chatterjee ,  Ajith Muralidharan

IPC分类号： H04L12/58 ,  G06N20/00 ,  G06Q50/00 ,  H04L51/10 ,  H04L51/52

CPC分类号： H04L51/52 ,  G06N20/00 ,  G06Q50/01 ,  H04L51/10

摘要： Methods, systems, and computer programs are presented for selecting notifications based on an affinity score between a content generator and a viewer of the content. One method includes capturing interactions of content generators with notifications, received by the content generators, associated with viewer responses to creator-generated content items. The method further includes training a machine-learning model based on the interactions, and detecting a first set of notifications, for a first content generator, associated with interactions of a set of viewers to first-content generator content. The ML model calculates an affinity score between the first content generator and each viewer, and the set of first notifications are ranked based on the affinity scores of the first content generator and the viewer associated with each notification. A set of second notifications is selected based on the ranked first notifications; and generating notifications are generated, for the first content generator, for the selected set of second notifications.