公开(公告)号：KR20200142071A

公开(公告)日：2020-12-21

申请号：KR20207032972

申请日：2019-03-19

Applicant: APPLE INC

Inventor： AGNOLI GIOVANNI M ,  SUNDSTROM MATTHEW J ,  KRAMER CONRAD B ,  HOWARTH KYLE T ,  MACCARTNEY WILLIAM C ,  FORD JOSHUA R ,  SALZMAN PAUL W ,  WEINSTEIN ARI R ,  MAHDAVIAN ROOZBEH ,  WEINBERG JOSHUA C ,  MCGANN JARED K

IPC: G06F3/0482 ,  G04G9/00 ,  G06F9/451 ,  G06F16/2457 ,  G06N3/04 ,  G06N7/00 ,  G06N20/00

Abstract: 사용자상호작용들에기초하여관련정보를결정하기위한시스템은하나이상의애플리케이션들로부터애플리케이션데이터를수신하도록구성된프로세서를포함할수 있으며, 애플리케이션데이터는하나이상의애플리케이션들로부터의사용자활동과관련된특징들을포함하고, 하나이상의애플리케이션은메모리에저장된디바이스에대한로컬애플리케이션들및 디바이스에대한외부애플리케이션들을포함한다. 프로세서는, 기계학습(ML)모델을사용하여, 특징들의각각에기초하여하나이상의사용자인터페이스(UI) 요소들의각각에대한관련성점수를제공하도록추가로구성될수 있다. 프로세서는관련성점수들의순위에기초하여하나이상의 UI 요소들을분류하도록추가로구성될수 있다. 프로세서는순위에적어도부분적으로기초하여하나이상의 UI 요소들을출력으로서제공하도록추가로구성될수 있다.

公开(公告)号：AU2019281373A1

公开(公告)日：2020-10-29

申请号：AU2019281373

申请日：2019-03-19

Applicant: APPLE INC

Inventor： AGNOLI GIOVANNI M ,  SUNDSTROM MATTHEW J ,  KRAMER CONRAD B ,  HOWARTH KYLE T ,  MACCARTNEY WILLIAM C ,  FORD JOSHUA R ,  SALZMAN PAUL W ,  WEINSTEIN ARI R ,  MAHDAVIAN ROOZBEH ,  WEINBERG JOSHUA C ,  MCGANN JARED K

IPC: G06F3/048

Abstract: A system for determining relevant information based on user interactions may include a processor configured to receive application data from one or more applications, the application data including features related to user activity from the one or more applications, the one or more application including applications local to the device that are stored in the memory and applications external to the device. The processor may be further configured to provide, using a machine learning (ML) model, a relevance score for each of one or more user interface (UI) elements based on each of the features. The processor may be further configured to sort one or more UI elements based on a ranking of the relevance scores. The processor may be further configured to provide, as output, the one or more UI elements based at least in part on the ranking.

公开(公告)号：AU2019281373B2

公开(公告)日：2022-02-24

申请号：AU2019281373

申请日：2019-03-19

Applicant: APPLE INC

Inventor： AGNOLI GIOVANNI M ,  SUNDSTROM MATTHEW J ,  KRAMER CONRAD B ,  HOWARTH KYLE T ,  MACCARTNEY WILLIAM C ,  FORD JOSHUA R ,  SALZMAN PAUL W ,  WEINSTEIN ARI R ,  MAHDAVIAN ROOZBEH ,  WEINBERG JOSHUA C ,  MCGANN JARED K

IPC: G06F3/048

Abstract: A system for determining relevant information based on user interactions may include a processor configured to receive application data from one or more applications, the application data including features related to user activity from the one or more applications, the one or more application including applications local to the device that are stored in the memory and applications external to the device. The processor may be further configured to provide, using a machine learning (ML) model, a relevance score for each of one or more user interface (UI) elements based on each of the features. The processor may be further configured to sort one or more UI elements based on a ranking of the relevance scores. The processor may be further configured to provide, as output, the one or more UI elements based at least in part on the ranking.