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    APP RECOMMENDATION USING CROWD-SOURCED LOCALIZED APP USAGE DATA
    61.
    发明申请
    APP RECOMMENDATION USING CROWD-SOURCED LOCALIZED APP USAGE DATA 审中-公开
    使用CROWD-SOURCED本地化应用程序使用数据的APP建议

    公开(公告)号：US20170075910A1

    公开(公告)日：2017-03-16

    申请号：US15360156

    申请日：2016-11-23

    Applicant: APPLE INC.

    Inventor： Leonardo A. Soto Matamala ,  Ronald K. Huang ,  Lukas Marti ,  Xiaoyuan Tu

    IPC: G06F17/30 ,  H04W4/20 ,  H04W12/02 ,  H04W40/24 ,  H04L12/26 ,  H04M7/00 ,  H04W4/02 ,  H04W8/18

    Abstract: Applications may be tagged with location data when they are used. Mobile device may anonymously submit application usage data. Aggregated application usage data from many mobile devices may be analyzed to determine applications that are particularly relevant to a given location (i.e., exhibiting a high degree of localization). Analysis may include determining the application usage intensity, whether hotspots exist or not at a given location, the spatial entropy of a particular application, the device populations in a particular area, etc. Based on the localized application analysis, applications may be ranked according to local relevance, and, based on this ranking, application recommendations may be provided to a user.

    Abstract translation: 应用程序在使用时可能会使用位置数据进行标记。 移动设备可以匿名提交应用使用数据。 可以分析来自许多移动设备的聚合应用使用数据，以确定与给定位置特别相关（即，呈现高度定位）的应用。 分析可以包括确定应用使用强度，在给定位置是否存在热点，特定应用的空间熵，特定区域中的设备群体等。基于本地化应用分析，应用可以根据 本地相关性，并且基于该排名，可以向用户提供应用建议。

    App recommendation using crowd-sourced localized app usage data
    62.
    发明授权
    App recommendation using crowd-sourced localized app usage data 有权
    应用推荐使用大众来源的本地化应用使用数据

    公开(公告)号：US09510141B2

    公开(公告)日：2016-11-29

    申请号：US13842724

    申请日：2013-03-15

    Applicant: Apple Inc.

    Inventor： Leonardo A. Soto Matamala ,  Ronald K. Huang ,  Lukas Marti ,  Xiaoyuan Tu

    IPC: H04W4/02 ,  H04W8/18 ,  H04L12/16 ,  G06F17/30 ,  H04M7/00 ,  H04W4/20 ,  H04W40/24

    CPC classification number: G06F17/3087 ,  G06F17/30241 ,  G06F17/30554 ,  G06F17/3089 ,  H04L12/16 ,  H04L43/106 ,  H04M7/0024 ,  H04W4/02 ,  H04W4/021 ,  H04W4/21 ,  H04W8/18 ,  H04W12/02 ,  H04W40/242

    Abstract: Apps may be tagged with location data when they are used. Mobile device may anonymously submit app usage data. Aggregated app usage data from many mobile devices may be analyzed to determine apps that are particularly relevant to a given location (i.e., exhibiting a high degree of localization). Analysis may include determining the app usage intensity, whether hotspots exist or not at a given location, the spatial entropy of a particular app, the device populations in a particular area, etc. Based on the localized app analysis, apps may be ranked according to local relevance, and, based on this ranking, app recommendations may be provided to a user.

    Abstract translation: 应用程序在使用时可能会使用位置数据进行标记。 移动设备可以匿名提交应用使用数据。 可以分析来自许多移动设备的聚合应用使用数据，以确定与给定位置特别相关（即，呈现高度定位）的应用。 分析可以包括确定应用使用强度，无论是否在给定位置存在热点，特定应用的空间熵，特定区域中的设备种群等。基于本地化应用分析，应用可以根据 本地相关性，并且基于该排名，可以向用户提供应用建议。

    Mobile device sensor data subscribing and sharing
    63.
    发明授权
    Mobile device sensor data subscribing and sharing 有权
    移动设备传感器数据订阅和共享

    公开(公告)号：US09301082B2

    公开(公告)日：2016-03-29

    申请号：US14099516

    申请日：2013-12-06

    Applicant: Apple Inc.

    Inventor： Libo C. Meyers ,  Anil K. Kandangath ,  Xiaoyuan Tu

    IPC: H04L29/00 ,  H04W4/00

    CPC classification number: H04W4/70 ,  H04L63/10 ,  H04W4/80 ,  H04W12/08 ,  H04W64/00 ,  H04W76/10

    Abstract: Techniques for mobile devices to subscribe and share raw sensor data are provided. The raw sensor data associated with sensors (e.g., accelerometers, gyroscopes, compasses, pedometers, pressure sensors, audio sensors, light sensors, barometers) of a mobile device can be used to determine the movement or activity of a user. By sharing the raw or compressed sensor data with other computing devices, the other computing devices can determine a motion state based on the sensor data. Additionally, in some instances, the other computing devices can determine a functional state based on the sensor data and the motion state. For example, functional state classification can be associated with each motion state (e.g., driving, walking) by further describing each motion state (e.g., walking on rough terrain, driving while texting).

    Abstract translation: 提供了移动设备订阅和共享原始传感器数据的技术。 可以使用与移动设备的传感器（例如，加速度计，陀螺仪，罗盘，计步器，压力传感器，音频传感器，光传感器，气压计）相关联的原始传感器数据来确定用户的移动或活动。 通过与其他计算设备共享原始或压缩的传感器数据，其他计算设备可以基于传感器数据确定运动状态。 此外，在一些情况下，其他计算设备可以基于传感器数据和运动状态来确定功能状态。 例如，功能状态分类可以通过进一步描述每个运动状态（例如，在崎岖的地形上行走，在发短信时驾驶）与每个运动状态（例如驾驶，行走）相关联。

    Determining exit from a vehicle
    64.
    发明授权
    Determining exit from a vehicle 有权
    确定车辆出口

    公开(公告)号：US09264862B2

    公开(公告)日：2016-02-16

    申请号：US14065224

    申请日：2013-10-28

    Applicant: Apple Inc.

    Inventor： Xiaoyuan Tu ,  Anil K. Kandangath

    IPC: H04M3/00 ,  H04W4/04

    CPC classification number: H04W4/028 ,  H04W4/029 ,  H04W4/046 ,  H04W24/00

    Abstract: Methods and mobile devices determine an exit from a vehicle. Sensors of a mobile device can be used to determine when the user is in a vehicle that is driving. The same or different sensors can be used to identify a disturbance (e.g., loss of communication connection from mobile device to a car computer). After the disturbance, an exit confidence score can be determined at various times, and compared to a threshold. A determination of the exit of the user can be determined based on the comparison of the exit confidence score to the threshold. The mobile device can perform one or more functions in response to the exit confidence score exceeding the threshold, such as changing a user interface (e.g., of a navigation app) or obtaining a location to designate a parking location.

    Abstract translation: 方法和移动设备确定从车辆的出口。 可以使用移动设备的传感器来确定用户何时在正在驾驶的车辆中。 可以使用相同或不同的传感器来识别干扰（例如，从移动设备到汽车计算机的通信连接的丢失）。 在干扰之后，可以在不同时间确定出口置信度得分，并与阈值进行比较。 可以基于退出可信度分数与阈值的比较来确定用户退出的确定。 移动设备可以响应于退出置信度得分超过阈值来执行一个或多个功能，例如改变用户界面（例如，导航应用程序）或获得指定停车位置的位置。

    Dynamic presentation of navigation instructions
    66.
    发明授权
    Dynamic presentation of navigation instructions 有权
    动态演示导航指令

    公开(公告)号：US08862387B2

    公开(公告)日：2014-10-14

    申请号：US13736741

    申请日：2013-01-08

    Applicant: Apple Inc.

    Inventor： Anil K. Kandangath ,  Xiaoyuan Tu

    IPC: G01C21/00 ,  G01C21/36

    CPC classification number: G01C21/3629

    Abstract: In some implementations, a mobile device can be configured to provide navigation instructions to a user of the mobile device. The navigation instructions can be graphical, textual or audio instructions. The presentation of the navigation instructions can be dynamically adjusted based the importance of individual instructions and/or environmental conditions. For example, each navigation instruction can be associated with an importance value indicating how important the instruction is. The volume of important audio instructions can be adjusted (e.g., increased) to compensate for ambient noise so that a user will be more likely to hear the navigation instruction. The timing and/or repetition of the presentation of important instructions can be adjusted based on weather conditions, traffic conditions, or road conditions and/or road features so that a user will be less likely to miss an important navigation instruction.

    Abstract translation: 在一些实现中，移动设备可以被配置为向移动设备的用户提供导航指令。 导航指令可以是图形，文本或音频指令。 可以基于各个指令和/或环境条件的重要性动态地调整导航指令的呈现。 例如，每个导航指令可以与指示指令的重要性的重要性值相关联。 可以调整（例如增加）重要音频指令的音量以补偿环境噪声，从而用户将更可能听到导航指令。 可以基于天气条件，交通条件或道路状况和/或道路特征来调整重要指令的呈现的时间和/或重复，使得用户不太可能错过重要的导航指令。

    Dynamic Presentation of Navigation Instructions
    67.
    发明申请
    Dynamic Presentation of Navigation Instructions 有权
    动态演示导航指令

    公开(公告)号：US20140195143A1

    公开(公告)日：2014-07-10

    申请号：US13736741

    申请日：2013-01-08

    Applicant: APPLE INC.

    Inventor： Anil K. Kandangath ,  Xiaoyuan Tu

    IPC: G01C21/36

    CPC classification number: G01C21/3629

    Abstract: In some implementations, a mobile device can be configured to provide navigation instructions to a user of the mobile device. The navigation instructions can be graphical, textual or audio instructions. The presentation of the navigation instructions can be dynamically adjusted based the importance of individual instructions and/or environmental conditions. For example, each navigation instruction can be associated with an importance value indicating how important the instruction is. The volume of important audio instructions can be adjusted (e.g., increased) to compensate for ambient noise so that a user will be more likely to hear the navigation instruction. The timing and/or repetition of the presentation of important instructions can be adjusted based on weather conditions, traffic conditions, or road conditions and/or road features so that a user will be less likely to miss an important navigation instruction.

    Abstract translation: 在一些实现中，移动设备可以被配置为向移动设备的用户提供导航指令。 导航指令可以是图形，文本或音频指令。 可以基于各个指令和/或环境条件的重要性动态地调整导航指令的呈现。 例如，每个导航指令可以与指示指令的重要性的重要性值相关联。 可以调整（例如增加）重要音频指令的音量以补偿环境噪声，从而用户将更可能听到导航指令。 可以基于天气条件，交通条件或道路状况和/或道路特征来调整重要指令的呈现的时间和/或重复，使得用户不太可能错过重要的导航指令。

    CONTEXT AWARE MAP APPLICATION
    68.
    发明申请
    CONTEXT AWARE MAP APPLICATION 审中-公开
    背景知识地图申请

    公开(公告)号：US20130332113A1

    公开(公告)日：2013-12-12

    申请号：US13627871

    申请日：2012-09-26

    Applicant: APPLE INC.

    Inventor： Patrick Piemonte ,  Xiaoyuan Tu ,  Christopher Moore ,  Billy P. Chen ,  Christopher Blumenberg ,  Seejo Pylappan

    IPC: G06F15/00

    CPC classification number: G01S19/14 ,  G01C21/367 ,  G01S19/39 ,  G06F11/3058 ,  G06F11/3093 ,  H04M1/72569 ,  H04M1/72572 ,  H04M2250/10 ,  H04M2250/12

    Abstract: The embodiments described relate to techniques and systems for utilizing a portable electronic device to monitor, process, present and manage data captured by a series of sensors and location awareness technologies to provide a context aware map and navigation application. The context aware map application offers a user interface including visual and audio input and output, and provides several map modes that can change based upon context determined by data captured by a series of sensors and location awareness technologies.

    Abstract translation: 所描述的实施例涉及利用便携式电子设备来监测，处理，呈现和管理由一系列传感器和位置感知技术捕获的数据以提供上下文感知地图和导航应用的技术和系统。 上下文感知地图应用程序提供包括视觉和音频输入和输出的用户界面，并且提供可以基于由一系列传感器和位置感知技术捕获的数据确定的上下文而改变的若干地图模式。

    Head tracking correlated motion detection for spatial audio applications
    70.
    发明授权
    Head tracking correlated motion detection for spatial audio applications 有权

    公开(公告)号：US11950083B2

    公开(公告)日：2024-04-02

    申请号：US17351205

    申请日：2021-06-17

    Applicant: Apple Inc.

    Inventor： Xiaoyuan Tu ,  Margaret H. Tam ,  Halil Ibrahim Basturk ,  Alexander Singh Alvarado ,  Adam S. Howell

    IPC: H04S7/00

    CPC classification number: H04S7/303 ,  H04S2420/01

    Abstract: Embodiments are disclosed for head tracking state detection based on correlated motion of a source device and a headset communicatively coupled to the source device. In an embodiment, a method comprises: obtaining, using one or more processors of a source device, source device motion data from a source device and headset motion data from a headset; determining, using the one or more processors, correlation measures using the source device motion data and the headset motion data; updating, using the one or more processors, a motion tracking state based on the determined correlation measures; and initiating head pose tracking in accordance with the updated motion tracking state.

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