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：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：US20160357774A1

公开(公告)日：2016-12-08

申请号：US14732287

申请日：2015-06-05

Applicant: Apple Inc.

Inventor： Jason J. Gauci ,  Hyo Jeong Shin ,  Lukas M. Marti

IPC: G06F17/30

CPC classification number: G06F17/18

Abstract: Systems, methods, and apparatuses are provided for suggesting one or more applications to a user based on an event. A prediction model can correspond to a particular event. The suggested application can be determined using one or more properties of the computing device. For example, a particular sub-model can be generated from a subset of historical data that are about user interactions after occurrences of the event and that are gathered when the device has the one or more properties. A tree of sub-models may be determined corresponding to different contexts of properties of the computing device. And, various criteria can be used to determine when to generate a sub-model, e.g., a confidence level in the sub-model providing a correct prediction in the subset of historical data and an information gain (entropy decrease) in the distribution of the historical data relative to a parent model.

Abstract translation: 提供系统，方法和装置，用于基于事件向用户建议一个或多个应用程序。 预测模型可以对应于特定事件。 可以使用计算设备的一个或多个属性来确定建议的应用。 例如，可以从事件发生之后的用户交互的历史数据的子集生成特定子模型，并且当设备具有一个或多个属性时收集该子模型。 可以根据计算设备的不同属性上下文确定子模型树。 并且，可以使用各种标准来确定什么时候生成子模型，例如在子模型中的置信水平，在历史数据的子集中提供正确的预测，并且在分布中的信息增益（熵减小） 相对于父模型的历史数据。

公开(公告)号：US20240102818A1

公开(公告)日：2024-03-28

申请号：US18531954

申请日：2023-12-07

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 ,  G01C21/00 ,  G01C21/34 ,  G06F16/2457 ,  G06F16/29 ,  G06F16/9537 ,  G09B29/10

CPC classification number: G01C21/3626 ,  G01C21/3415 ,  G01C21/3446 ,  G01C21/3453 ,  G01C21/3484 ,  G01C21/3492 ,  G01C21/3617 ,  G01C21/3641 ,  G01C21/3667 ,  G01C21/367 ,  G01C21/3676 ,  G01C21/3889 ,  G06F16/24578 ,  G06F16/29 ,  G06F16/9537 ,  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：US11553302B2

公开(公告)日：2023-01-10

申请号：US16989757

申请日：2020-08-10

Applicant: Apple Inc.

Inventor： Michael P. Dal Santo ,  Hyo Jeong Shin ,  Krishna M. Behara ,  Marcos R. Vescovi ,  Patrick Thomas Dillon ,  Richard B. Warren ,  Ronald K. Huang ,  Xufeng Han

IPC: G06F16/29 ,  G06F16/9537 ,  G06F16/2457 ,  H04W4/021 ,  H04W4/02

Abstract: Computer-implemented methods, computer-readable storage media storing instructions and computer systems for labeling significant locations based on contextual data can be implemented to perform operations that include determining a location of a computing device, and determining a label for the determined location based on contextual data associated with the significant location. The location can be a significant location that has meaning to a user of the device.

公开(公告)号：US20220394423A9

公开(公告)日：2022-12-08

申请号：US16989757

申请日：2020-08-10

Applicant: Apple Inc.

Inventor： Michael P. Dal Santo ,  Hyo Jeong Shin ,  Krishna M. Behara ,  Marcos R. Vescovi ,  Patrick Thomas Dillon ,  Richard B. Warren ,  Ronald K. Huang ,  Xufeng Han

IPC: H04W4/02 ,  G06F16/29 ,  G06F16/9537 ,  G06F16/2457 ,  H04W4/021

Abstract: Computer-implemented methods, computer-readable storage media storing instructions and computer systems for labeling significant locations based on contextual data can be implemented to perform operations that include determining a location of a computing device, and determining a label for the determined location based on contextual data associated with the significant location. The location can be a significant location that has meaning to a user of the device.

公开(公告)号：US20200374655A1

公开(公告)日：2020-11-26

申请号：US16989757

申请日：2020-08-10

Applicant: Apple Inc.

Inventor： Michael P. Dal Santo ,  Hyo Jeong Shin ,  Krishna M. Behara ,  Marcos R. Vescovi ,  Patrick Thomas Dillon ,  Richard B. Warren ,  Ronald K. Huang ,  Xufeng Han

IPC: H04W4/02 ,  G06F16/29 ,  G06F16/9537 ,  G06F16/2457 ,  H04W4/021

Abstract: Computer-implemented methods, computer-readable storage media storing instructions and computer systems for labeling significant locations based on contextual data can be implemented to perform operations that include determining a location of a computing device, and determining a label for the determined location based on contextual data associated with the significant location. The location can be a significant location that has meaning to a user of the device.

公开(公告)号：US20170357904A1

公开(公告)日：2017-12-14

申请号：US15268952

申请日：2016-09-19

Applicant: Apple Inc.

Inventor： Scott Adler ,  Daniel C. Gross ,  Lili Cao ,  Samuel C. Cates ,  Hyo Jeong Shin

IPC: G06N5/04 ,  G06Q10/10 ,  G06N7/00 ,  G06F17/30

CPC classification number: G06Q10/109 ,  G06N20/10

Abstract: In an example method, a mobile device receives a first calendar item associated with a first event. The first calendar item includes a first text string. The mobile device determines a correlation between the first text string and one or more locations associated with one or more second events. The mobile device determines a suggested location for the first event based on the correlation.