公开(公告)号：US20220027562A1

公开(公告)日：2022-01-27

申请号：US16935149

申请日：2020-07-21

Applicant: salesforce.com, inc.

Inventor： Yang Zhang ,  Jason Paul Kovalski

IPC: G06F40/30 ,  G06N3/08 ,  G06N3/04 ,  G06F40/284 ,  G06F3/0481

Abstract: A system models web content including learning resources available on a website, and makes suggestions of potentially useful learning resources when a user highlights text of interest within the website. In order to facilitate these suggestions, a neural network-based system is trained on learning resources and other content available on the website to create a common word embedding for learning resources and other website text. A student model may then be created to facilitate real time or near real time suggestions of relevant learning resources in response to selections of text from the website.

公开(公告)号：US11354515B2

公开(公告)日：2022-06-07

申请号：US16935149

申请日：2020-07-21

Applicant: salesforce.com, inc.

Inventor： Yang Zhang ,  Jason Paul Kovalski

IPC: G06F40/30 ,  G06N3/08 ,  G06F3/0481 ,  G06F40/284 ,  G06N3/04

Abstract: A system models web content including learning resources available on a website, and makes suggestions of potentially useful learning resources when a user highlights text of interest within the website. In order to facilitate these suggestions, a neural network-based system is trained on learning resources and other content available on the website to create a common word embedding for learning resources and other website text. A student model may then be created to facilitate real time or near real time suggestions of relevant learning resources in response to selections of text from the website.