Dynamic modification of information presentation and linkage based on usage patterns and sentiments
US10776412B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jul 11, 2018 |
| Grant date | Sep 15, 2020 |
| Priority date | — |
| Expiry date | Jul 20, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method comprises defining a machine learning model corresponding to a plurality of layouts for content based on a plurality of target user types, processing the content to identify a theme of the content, generating at least one electronic document for the content based on the theme and at least one of the plurality layouts, analyzing a plurality of interactions of a user with the electronic document, wherein the plurality of interactions include one or more searches performed by the user to retrieve the electronic document, and/or one or more steps taken by the user to consume the content in the electronic document, identifying at least one pattern of the user corresponding to the retrieval and/or consumption of the content, and training the machine learning model based on the at least one pattern by applying one or more machine learning algorithms to data from the plurality of interactions.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.