Invention Grant
- Patent Title: Discovery and recommendation of online learning resources
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Application No.: US16935149Application Date: 2020-07-21
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Publication No.: US11354515B2Publication Date: 2022-06-07
- Inventor: Yang Zhang , Jason Paul Kovalski
- Applicant: salesforce.com, inc.
- Applicant Address: US CA San Francisco
- Assignee: salesforce.com, inc.
- Current Assignee: salesforce.com, inc.
- Current Assignee Address: US CA San Francisco
- Agency: Butzel Long
- Main IPC: G06F40/30
- 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.
Public/Granted literature
- US20220027562A1 DISCOVERY AND RECOMMENDATION OF ONLINE LEARNING RESOURCES Public/Granted day:2022-01-27
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