公开(公告)号：US20240361737A1

公开(公告)日：2024-10-31

申请号：US18604152

申请日：2024-03-13

Applicant: Apple Inc.

Inventor： Lukas M. Marti ,  Lili Cao ,  Michael P. Dal Santo

IPC: G05B15/02 ,  G06N7/01 ,  G06N20/00 ,  H04L12/28 ,  H04M1/72454 ,  H04W4/02 ,  H04W4/021 ,  H04W4/029

CPC classification number: G05B15/02 ,  G06N7/01 ,  G06N20/00 ,  H04L12/282 ,  H04L12/2827 ,  H04M1/72454 ,  H04W4/021 ,  H04W4/023 ,  H04W4/029 ,  H04L2012/2841

Abstract: A mobile device can provide predictive user assistance based on various sensor readings, independently of or in addition to a location of the mobile device. The mobile device can determine a context of an event. The mobile device can store the context and a label of the event on a storage device. The label can be provided automatically by the mobile device or by the external system without user input. At a later time, the mobile device can match new sensor readings with the stored context. If a match is found, the mobile device can predict that the user is about to perform the action or recognize that the user has performed the action again. The mobile device can perform various operations, including, for example, providing user assistance, based on the prediction or recognition.

公开(公告)号：US11118929B2

公开(公告)日：2021-09-14

申请号：US15990437

申请日：2018-05-25

Applicant: Apple Inc.

Inventor： Patrick J. Coleman ,  Brian J. Andrich ,  Daniel R. Delling ,  Dennis Schieferdecker ,  Ethan T. Bold ,  Hengbin Luo ,  Michael Wegner ,  Rami Khawandi ,  Lili Cao ,  Hyo Jeong Shin ,  Richard B. Warren ,  Ronald K. Huang

IPC: G01C21/36 ,  G06F16/29 ,  G06F16/9537 ,  G06F16/2457 ,  G01C21/34 ,  G09B29/10 ,  G01C21/32

Abstract: In some implementations, a computing device can proactively determine a destination and request traffic information for routes from a starting location to the destination. In some implementations, a computing device can identify some routes between a starting location and a destination as non-recommended routes and recommend other routes. In some implementations, a computing device can rank routes between a starting location and a destination based on automatically-determined user interest. In some implementations, a computing device can determine a user is familiar with a route and adjust the information presented to the user about the route accordingly.

公开(公告)号：US10907984B2

公开(公告)日：2021-02-02

申请号：US15990443

申请日：2018-05-25

Applicant: Apple Inc.

Inventor： Patrick J. Coleman ,  Brian J. Andrich ,  Daniel R. Delling ,  Dennis Schieferdecker ,  Ethan T. Bold ,  Hengbin Luo ,  Michael Wegner ,  Rami Khawandi ,  Lili Cao ,  Hyo Jeong Shin ,  Richard B. Warren ,  Ronald K. Huang

IPC: G01C21/36 ,  G06F16/29 ,  G06F16/9537 ,  G06F16/2457 ,  G01C21/34 ,  G09B29/10 ,  G01C21/32

Abstract: In some implementations, a computing device can proactively determine a destination and request traffic information for routes from a starting location to the destination. In some implementations, a computing device can identify some routes between a starting location and a destination as non-recommended routes and recommend other routes. In some implementations, a computing device can rank routes between a starting location and a destination based on automatically-determined user interest. In some implementations, a computing device can determine a user is familiar with a route and adjust the information presented to the user about the route accordingly.

公开(公告)号：US10831339B2

公开(公告)日：2020-11-10

申请号：US15356377

申请日：2016-11-18

Applicant: Apple Inc.

Inventor： Jason J. Gauci ,  Lukas M. Marti ,  Hyo Jeong Shin ,  David R. Stites ,  Liviu T. Popescu ,  Lili Cao ,  Matthaeus Krenn

IPC: G06F3/0482 ,  G06F9/451 ,  G06F3/0484 ,  G06F3/0346 ,  G06N20/00 ,  G06N5/04

Abstract: An event can be detected by an input device. The event may be determined to be a triggering event by comparing the event to a group of triggering events. A first prediction model corresponding to the event is then selected. Contextual information about the device specifying one or more properties of the computing device in a first context is then received, and a set of one or more applications is identified. The set of one or more applications may have at least a threshold probability of being accessed by the user when the event occurs in the first context. Thereafter, a user interface is provided to a user for interacting with the set of one or more applications.

公开(公告)号：US10788800B2

公开(公告)日：2020-09-29

申请号：US14868239

申请日：2015-09-28

Applicant: Apple Inc.

Inventor： Lukas M. Marti ,  Lili Cao ,  Michael P. Dal Santo

IPC: G05B15/02 ,  H04W4/029 ,  G06N20/00 ,  H04W4/021 ,  H04L12/28 ,  H04M1/725 ,  H04W4/02 ,  G06N7/00

Abstract: A mobile device can provide predictive user assistance based on various sensor readings, independently of or in addition to a location of the mobile device. The mobile device can determine a context of an event. The mobile device can store the context and a label of the event on a storage device. The label can be provided automatically by the mobile device or by the external system without user input. At a later time, the mobile device can match new sensor readings with the stored context. If a match is found, the mobile device can predict that the user is about to perform the action or recognize that the user has performed the action again. The mobile device can perform various operations, including, for example, providing user assistance, based on the prediction or recognition.

公开(公告)号：US20180348003A1

公开(公告)日：2018-12-06

申请号：US15990437

申请日：2018-05-25

Applicant: Apple Inc.

Inventor： Patrick J. Coleman ,  Brian J. Andrich ,  Daniel R. Delling ,  Dennis Schieferdecker ,  Ethan T. Bold ,  Hengbin Luo ,  Michael Wegner ,  Rami Khawandi ,  Lili Cao ,  Hyo Jeong Shin ,  Richard B. Warren ,  Ronald K. Huang

IPC: G01C21/36 ,  G01C21/34

CPC classification number: G01C21/367 ,  G01C21/3415 ,  G01C21/3492 ,  G01C21/3617 ,  G01C21/3641 ,  G09B29/102

Abstract: In some implementations, a computing device can proactively determine a destination and request traffic information for routes from a starting location to the destination. In some implementations, a computing device can identify some routes between a starting location and a destination as non-recommended routes and recommend other routes. In some implementations, a computing device can rank routes between a starting location and a destination based on automatically-determined user interest. In some implementations, a computing device can determine a user is familiar with a route and adjust the information presented to the user about the route accordingly.

公开(公告)号：US20170257739A1

公开(公告)日：2017-09-07

申请号：US15475725

申请日：2017-03-31

Applicant: Apple Inc.

Inventor： Michael P. Dal Santo ,  Lukas M. Marti ,  Ronald K. Huang ,  Lili Cao

IPC: H04W4/02 ,  G06F9/54 ,  G06Q10/10 ,  H04W4/04 ,  H04L29/08 ,  H04M1/725

CPC classification number: H04W4/021 ,  G06F9/54 ,  G06Q10/1095 ,  H04L67/18 ,  H04L67/26 ,  H04M1/72566 ,  H04M1/72572 ,  H04W4/024 ,  H04W4/027 ,  H04W4/029 ,  H04W4/04 ,  H04W4/30

Abstract: Systems, methods, and program products for providing services to a user by a mobile device based on the user's daily routine of movement. The mobile device determines whether a location cluster indicates a significant location for the user based on one or more hints that indicate an interest of the user in locations in the cluster. The mobile device can perform adaptive clustering to determine a size of area of the significant location based on how multiple locations converge in the location cluster. The mobile device can provide location-based services for calendar items, including predicting a time of arrival at an estimated location of a calendar item. The mobile device can provide various services related to a location of the mobile device or a significant location of the user through an application programming interface (API).

公开(公告)号：US11363405B2

公开(公告)日：2022-06-14

申请号：US17031634

申请日：2020-09-24

Applicant: Apple Inc.

Inventor： Michael P. Dal Santo ,  Lukas M. Marti ,  Ronald K. Huang ,  Lili Cao

IPC: G06F9/54 ,  H04W4/021 ,  H04W4/029 ,  H04W4/024 ,  H04M1/72451 ,  H04M1/72457 ,  G06Q10/10 ,  H04L67/52 ,  H04L67/55 ,  H04W4/02 ,  H04W4/30

Abstract: Systems, methods, and program products for providing services to a user by a mobile device based on the user's daily routine of movement. The mobile device determines whether a location cluster indicates a significant location for the user based on one or more hints that indicate an interest of the user in locations in the cluster. The mobile device can perform adaptive clustering to determine a size of area of the significant location based on how multiple locations converge in the location cluster. The mobile device can provide location-based services for calendar items, including predicting a time of arrival at an estimated location of a calendar item. The mobile device can provide various services related to a location of the mobile device or a significant location of the user through an application programming interface (API).

公开(公告)号：US20210348931A1

公开(公告)日：2021-11-11

申请号：US17334383

申请日：2021-05-28

Applicant: Apple Inc.

Inventor： Patrick J. Coleman ,  Brian J. Andrich ,  Daniel R. Delling ,  Dennis Schieferdecker ,  Ethan T. Bold ,  Hengbin Luo ,  Michael Wegner ,  Rami Khawandi ,  Lili Cao ,  Hyo Jeong Shin ,  Richard B. Warren ,  Ronald K. Huang

IPC: G01C21/34 ,  G01C21/36

Abstract: In some implementations, a computing device can proactively determine a destination and request traffic information for routes from a starting location to the destination. In some implementations, a computing device can identify some routes between a starting location and a destination as non-recommended routes and recommend other routes. In some implementations, a computing device can rank routes between a starting location and a destination based on automatically-determined user interest. In some implementations, a computing device can determine a user is familiar with a route and adjust the information presented to the user about the route accordingly.

公开(公告)号：US20210084437A1

公开(公告)日：2021-03-18

申请号：US17031634

申请日：2020-09-24

Applicant: Apple Inc.

Inventor： Michael P. Dal Santo ,  Lukas M. Marti ,  Ronald K. Huang ,  Lili Cao

IPC: H04W4/021 ,  H04W4/029 ,  H04W4/024 ,  G06F9/54 ,  G06Q10/10 ,  H04L29/08 ,  H04M1/725 ,  H04W4/02 ,  H04W4/30

Abstract: Systems, methods, and program products for providing services to a user by a mobile device based on the user's daily routine of movement. The mobile device determines whether a location cluster indicates a significant location for the user based on one or more hints that indicate an interest of the user in locations in the cluster. The mobile device can perform adaptive clustering to determine a size of area of the significant location based on how multiple locations converge in the location cluster. The mobile device can provide location-based services for calendar items, including predicting a time of arrival at an estimated location of a calendar item. The mobile device can provide various services related to a location of the mobile device or a significant location of the user through an application programming interface (API).