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:
Feb. 16, 2021

Filed:

Jun. 26, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Carmine M. DiMascio, West Roxbury, MA (US);

Florian Pinel, New York, NY (US);

Donna K. Byron, Petersham, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/048 (2013.01); G06F 9/451 (2018.01); G06N 20/00 (2019.01); G06F 3/0481 (2013.01); G06K 9/00 (2006.01); G06F 40/14 (2020.01); G06F 40/20 (2020.01);
U.S. Cl.
CPC ...
G06F 9/451 (2018.02); G06F 3/04817 (2013.01); G06F 40/14 (2020.01); G06F 40/20 (2020.01); G06K 9/00463 (2013.01); G06N 20/00 (2019.01); G06K 2209/01 (2013.01);
Abstract

In an approach for user interface widget recommendation, a processor receives a plurality of widgets. A processor applies natural language processing to the plurality of widgets to determine features wherein the features include contexts and layouts associated with the plurality of widgets. A processor trains a widget classifier based on the determined features. The widget classifier predicts a widget type. A processor trains a component classifier based on the widget type associated with the determined features. The component classifier predicts a component type and a component element type.


Find Patent Forward Citations

Loading…