Navigation goal identification using clustering
US12346382B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Feb 20, 2024 |
| Grant date | Jul 1, 2025 |
| Priority date | — |
| Expiry date | Feb 20, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/906
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A central database system provides predictive web navigation using machine learning and clustering to guide a user to a web page. After tracking a number of web pages viewed by various users on one or more web domains and the orders in which these web pages are viewed, the central database system can train a model to predict which web page a user is likely to view next. If the user is lost while navigating, the central database system may guide the user to the predicted web page. In one example of guidance, the central database system presents a web element with a hyperlink to the predicted web page. For example, the central database system can modify a web page that the lost user is presently viewing to include an iframe with a recommendation to travel to a different web page.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.