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    Data-Driven Context Determination
    21.
    发明申请
    Data-Driven Context Determination 有权

    公开(公告)号：US20210011440A1

    公开(公告)日：2021-01-14

    申请号：US17035450

    申请日：2020-09-28

    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.

    Determining a significant user location for providing location-based services
    23.
    发明授权
    Determining a significant user location for providing location-based services 有权

    公开(公告)号：US10362440B2

    公开(公告)日：2019-07-23

    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 ,  H04W4/021 ,  G06F9/54 ,  H04L29/08 ,  H04M1/725 ,  G06Q10/10 ,  H04W4/04 ,  H04W4/029 ,  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).

    User settlement detection
    26.
    发明授权
    User settlement detection 有权

    公开(公告)号：US09807561B2

    公开(公告)日：2017-10-31

    申请号：US14732635

    申请日：2015-06-05

    Applicant: Apple Inc.

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

    IPC: H04W4/02 ,  H04W84/12 ,  H04W84/10

    CPC classification number: H04W4/025 ,  H04W4/021 ,  H04W84/10 ,  H04W84/12

    Abstract: Methods, systems and computer program products for user settlement detection are disclosed. A mobile device configured to perform an action immediately upon entering or exiting a geofenced environment can delay performing the action until a user of the mobile device has settled into the environment. The mobile device can detect a settled user state by observing the environment of the mobile device, including measuring one or more environment variables using one or more sensors of the mobile device. The mobile device can detect a settled user state even when the mobile device is in motion. The mobile device can perform the action upon detecting a settled user state.

    Providing Transit Information
    28.
    发明申请
    Providing Transit Information 审中-公开
    提供交通信息

    公开(公告)号：US20160238693A1

    公开(公告)日：2016-08-18

    申请号：US15069642

    申请日：2016-03-14

    Applicant: Apple Inc.

    Inventor： Francois M. Jouaux ,  Rama Krishna Chitta ,  Lukas M. Marti ,  Michael P. Dal Santo ,  Ronald Keryuan Huang

    IPC: G01S5/02 ,  G01C21/26 ,  H04W4/02

    CPC classification number: G01S5/0294 ,  G01C21/26 ,  G01C21/3691 ,  G06Q10/047 ,  G06Q10/101 ,  G06Q90/00 ,  G08G1/0112 ,  G08G1/0125 ,  G08G1/0141 ,  G08G1/123 ,  H04W4/023 ,  H04W4/029 ,  H04W4/046 ,  H04W88/005

    Abstract: Methods, systems, and computer program products for determining transit routes through crowd-sourcing, for determining an estimated time of arrival (ETA) of a vehicle of the transit route at a given location, and for providing predictive reminders to a user for catching a vehicle of the transit route. A server receives signal source information about wireless signal sources detected by user devices, including information about a first wireless signal source detected by some devices. The server determines that the first wireless signal source is moving. The server determines that the first wireless signal source is associated with a public transit route upon determining that the signal source information satisfies one or more selection criteria. The server stores information associating the first wireless signal source with the public transit route as transit movement data corresponding to the public transit route.

    Abstract translation: 用于通过人群来确定过境路线的方法，系统和计算机程序产品，用于确定在给定位置处的运输路线的车辆的估计到达时间（ETA），并且用于向用户提供预测提醒以捕获 过境路线的车辆。 服务器接收关于用户设备检测到的无线信号源的信号源信息，包括有关某些设备检测到的第一无线信号源的信息。 服务器确定第一个无线信号源正在移动。 在确定信号源信息满足一个或多个选择标准之后，服务器确定第一无线信号源与公共交通路线相关联。 服务器存储将第一无线信号源与公共交通路线相关联的信息作为与公共交通路线对应的过境运动数据。

    MODELING SIGNIFICANT LOCATIONS
    29.
    发明申请
    MODELING SIGNIFICANT LOCATIONS 审中-公开
    建立重要位置

    公开(公告)号：US20160174048A1

    公开(公告)日：2016-06-16

    申请号：US15050279

    申请日：2016-02-22

    Applicant: Apple Inc.

    Inventor： Lukas M. Marti ,  Michael P. Dal Santo ,  Ronald Keryuan Huang

    IPC: H04W4/02

    CPC classification number: H04W4/023 ,  G01C21/34 ,  G01S5/0278 ,  G01S5/0294 ,  H04W4/029 ,  H04W64/00 ,  H04W88/005

    Abstract: Techniques for modeling significant locations are described. A significant location can be a location that is significant to a user of a mobile device for a variety of reasons. The mobile device can determine that a place or region is a significant location upon determining that, with sufficient certainty, the mobile device has stayed at the place or region for a sufficient amount of time. The mobile device can construct a state model that is an abstraction of one or more significant locations. The state model can include states representing the significant locations, and transitions representing movement of the mobile device between the locations. The mobile device can use the state model to provide predictive user assistance.

    Abstract translation: 描述了对重要位置进行建模的技术。 出于各种原因，重要的位置可以是对移动设备的用户重要的位置。 在确定移动设备已经在该地点或区域停留足够的时间的情况下，移动设备可以确定地点或区域是重要的位置。 移动设备可以构建作为一个或多个重要位置的抽象的状态模型。 状态模型可以包括表示重要位置的状态，以及表示移动设备在位置之间移动的转换。 移动设备可以使用状态模型来提供预测性的用户帮助。

    Providing transit information
    30.
    发明授权
    Providing transit information 有权

    公开(公告)号：US09285231B2

    公开(公告)日：2016-03-15

    申请号：US14502104

    申请日：2014-09-30

    Applicant: Apple Inc.

    Inventor： François M. Jouaux ,  Rama Krishna Chitta ,  Lukas M. Marti ,  Michael P. Dal Santo ,  Ronald Keryuan Huang

    IPC: G01C17/38 ,  G01C21/34 ,  H04W4/02 ,  H04W64/00 ,  G01S5/02

    CPC classification number: H04W4/028 ,  G01C21/34 ,  G01S5/0278 ,  G01S5/0294 ,  H04W4/023 ,  H04W4/029 ,  H04W64/00 ,  H04W88/005

    Abstract: Methods, systems, and computer program products for determining transit routes through crowd-sourcing, for determining an estimated time of arrival (ETA) of a vehicle of the transit route at a given location, and for providing predictive reminders to a user for catching a vehicle of the transit route. A server receives signal source information about wireless signal sources detected by user devices, including information about a first wireless signal source detected by some devices. The server determines that the first wireless signal source is moving. The server determines that the first wireless signal source is associated with a public transit route upon determining that the signal source information satisfies one or more selection criteria. The server stores information associating the first wireless signal source with the public transit route as transit movement data corresponding to the public transit route.

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