Patent · US Active

Interaction-based visualization to augment user experience

US11275597B1 · kind B1 · utility

0Cited by

4References

20Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

German H Flores · San Jose, US
Eric K. Butler · San Jose, US
Robert Engel · Greenwich, US
Aly Megahed · San Jose, US
Yuya Jeremy Ong · San Jose, US
Nitin Ramchandani · San Jose, US

Key dates

Filing date	Jan 29, 2021
Grant date	Mar 15, 2022
Priority date	—
Expiry date	Jan 29, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06T2200/24
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Techniques for augmenting data visualizations based on user interactions to enhance user experience are provided. In one aspect, a method for providing real-time recommendations to a user includes: capturing user interactions with a data visualization, wherein the user interactions include images captured as the user interacts with the data visualization; building stacks of the user interactions, wherein the stacks of the user interactions are built from sequences of the user interactions captured over time; generating embeddings for the stacks of the user interactions; finding clusters of embeddings having similar properties; and making the real-time recommendations to the user based on the clusters of embeddings having the similar properties.

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