公开(公告)号：US11604661B2

公开(公告)日：2023-03-14

申请号：US16186348

申请日：2018-11-09

Applicant: Apple Inc.

Inventor： Giovanni M. Agnoli ,  Matthew J. Sundstrom ,  Conrad B. Kramer ,  Kyle T. Howarth ,  William C. MacCartney ,  Joshua R. Ford ,  Paul W. Salzman ,  Ari R. Weinstein ,  Roozbeh Mahdavian ,  Joshua C. Weinberg ,  Jared K. McGann

IPC: G06F9/451 ,  G06N99/00 ,  G06F3/0482 ,  G04G9/00 ,  G06N20/00 ,  G06F16/2457

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.