AUTOMATED AND ADAPTIVE VALIDATION OF A USER INTERFACE

Patent №

US 11,637,839

Granted

2023-04-25

Filed 2020

Owner

BANK OF AMERICA CORPORATION

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16898648

Aspects of the disclosure relate to an automated and adaptive validation of a user interface. A computing platform may extract, from a webpage, one or more components of the webpage. Subsequently, the computing platform may determine, for a component, one or more attributes and one or more rules. Then, the computing platform may associate, by applying a clustering algorithm and based on the one or more attributes and the one or more rules, the component with a cluster of a plurality of clusters. Then, the computing platform may retrieve, from a database and for the cluster, a master test script. Subsequently, the computing platform may generate, from the master script, a test script for execution, and may run, for the webpage, the test script to validate the component. Subsequently, the computing platform may trigger one or more recommendations based on a determination whether the test script is successful.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06F 11/3684H04L 63/123G06F 11/3608G06F 16/285G06F 16/958H04L 63/12H04L 63/1433

AI classification

Natural language1.00
Planning1.00
AI hardware1.00
Knowledge representation0.92
Machine learning0.87
Vision0.01
Evolutionary computation0.00
Speech0.00

Ownership

BANK OF AMERICA CORPORATION

assignment · 529060907

Assignors

VASUDEVAN, VARSHINI RAMIYA, KANNAIYAN, THILAGARAJ, VAIDYANATH, MADHAV, ANBALAGAN, VINOD

On an employer assignment, the assignors are typically the inventors.

From the same owner

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