Patent · US Active

Systems and methods for creating learning-based personalized user interfaces

US10853100B1 · kind B1 · utility

4Cited by

0References

20Claims

0Family size

Assignee

Cadence Design Systems, Inc. · US

Inventors

Sonam Kathpalia · Sidhauli, IN
Mehakpreet Kaur · Amritsar, IN
Sameer Chakravarthy Chillarige · Bengaluru, IN
Krishna Vijaya Chakravadhanula · Vestal, US

Key dates

Filing date	Dec 10, 2018
Grant date	Dec 1, 2020
Priority date	—
Expiry date	Dec 10, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Systems and methods for creating learning-based personalized user interfaces for software applications are described. Exemplary embodiments provide for collecting usage data and applying machine learning techniques to identify and prioritize certain commands and options in the personalized user interface. The usage data can include Usage patterns, usage sequences, and the usage of certain commands and options in connection with, or following, certain other commands and options may also be identified, and the personalization-based prioritization can include, for example, the contents, position, and quantities of the commands and options within the interface.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.