DETERMINING A SIGNIFICANT USER LOCATION FOR PROVIDING LOCATION-BASED SERVICES

    公开(公告)号:US20210084437A1

    公开(公告)日:2021-03-18

    申请号:US17031634

    申请日:2020-09-24

    申请人: Apple Inc.

    摘要: 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).

    Modeling significant locations
    7.
    发明授权

    公开(公告)号:US10111042B2

    公开(公告)日:2018-10-23

    申请号:US15050279

    申请日:2016-02-22

    申请人: Apple Inc.

    摘要: 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.

    Data-Driven Context Determination
    8.
    发明申请
    Data-Driven Context Determination 审中-公开
    数据驱动的上下文确定

    公开(公告)号:US20160357163A1

    公开(公告)日:2016-12-08

    申请号:US14868239

    申请日:2015-09-28

    申请人: Apple Inc.

    摘要: 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.

    摘要翻译: 移动设备可以独立于移动设备的位置或除移动设备的位置之外,基于各种传感器读数来提供预测用户帮助。 移动设备可以确定事件的上下文。 移动设备可以在存储设备上存储上下文和事件的标签。 标签可以由移动设备或外部系统自动提供,无需用户输入。 稍后,移动设备可以将新的传感器读数与存储的上下文相匹配。 如果找到匹配,则移动设备可以预测用户将要执行该动作或者识别用户已经再次执行了该动作。 移动设备可以执行各种操作,包括例如基于预测或识别提供用户帮助。