The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 04, 2025

Filed:

Mar. 22, 2021
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Ryan Rossi, Santa Clara, CA (US);

Xin Qian, Greenbelt, MD (US);

Tak Yeon Lee, Cupertino, CA (US);

Sungchul Kim, San Jose, CA (US);

Sana Lee, Brea, CA (US);

Fan Du, Milpitas, CA (US);

Eunyee Koh, San Jose, CA (US);

Assignee:

ADOBE INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/213 (2023.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 18/213 (2023.01); G06N 20/00 (2019.01);
Abstract

A visualization recommendation system generates recommendation scores for multiple visualizations that combine data attributes of a dataset with visualization configurations. The visualization recommendation system maps meta-features of the dataset to a meta-feature space and configuration attributes of the visualization configurations to a configuration space. The visualization recommendation system generates meta-feature vectors that describe the mapped meta-features, and generates configuration attribute sets that describe the attributes of the visualization configurations. The visualization recommendation system applies multiple scoring models to the meta-feature vectors and configuration attribute sets, including a wide scoring model and a deep scoring model. In some cases, the visualization recommendation system trains the multiple scoring models using the meta-feature vectors and configuration attribute sets.


Find Patent Forward Citations

Loading…