SCORE WEIGHTS FOR USER INTERFACE (ui) ELEMENTS

Patent №

US 10,169,853

Granted

2019-01-01

Filed 2016

Owner

HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15384817

An example device in accordance with an aspect of the present disclosure includes an identification engine, a clustering engine, and a weighting engine. The identification engine is to identify User Interface (UI) elements of an application under test based on an image processing analysis of screens of the application under test. The clustering engine is to cluster the UI elements into at least one cluster based on at least one feature of the UI elements. The weighting engine is to assign score weights to the UI elements of a given screen according to which of the at least one cluster that a given one of the UI elements is clustered in.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06N 20/00G06F 18/23G06T 7/0002G06V 20/635G06V 30/224G06V 30/274G06V 40/19G06T 2200/24+4 more

AI classification

Vision1.00
AI hardware0.99
Machine learning0.93
Knowledge representation0.93
Natural language0.80
Planning0.18
Evolutionary computation0.00
Speech0.00

Ownership

HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

assignment · 406890641

Assignors

KOGAN, OLGA, LEVIN, AMIT, SHUFER, ILAN

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

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