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公开(公告)号：US20170068408A1
公开(公告)日：2017-03-09
申请号：US15356377
申请日：2016-11-18
Applicant: Apple Inc.
Inventor： Jason G. Gauci , Lukas M. Marti , Hyo Jeong Shin , David R. Stites , Liviu T. Popescu , Lili Cao , Matthaeus Krenn
IPC: G06F3/0482 , G06N99/00 , G06N5/04
CPC classification number: G06F3/0482 , G06F3/0346 , G06F3/04842 , G06F3/04847 , G06F9/451 , G06N5/04 , G06N20/00
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.
Abstract translation: 事件可由输入设备检测。 可以通过将事件与一组触发事件进行比较来确定事件是触发事件。 然后选择对应于事件的第一预测模型。 然后接收关于在第一上下文中指定计算设备的一个或多个属性的设备的上下文信息，并且识别一组一个或多个应用。 当事件发生在第一上下文中时，一个或多个应用的集合可以具有至少一个被用户访问的阈值概率。 此后，向用户提供用户界面以与一组或多个应用程序进行交互。
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152.发明申请PROVIDING PERSONALIZED CONTENT BASED ON HISTORICAL INTERACTION WITH A MOBILE DEVICE 有权基于与移动设备的历史交互提供个性化内容公开(公告)号：US20170013429A1
公开(公告)日：2017-01-12
申请号：US15210784
申请日：2016-07-14
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Xufeng Han
Abstract: Methods and computer products can provide personalized content based on historical interaction with a mobile device. A computing device can receive information about a user interaction with an application running on the mobile device at a first time and location. A type of the application can be identified by parsing a description of the application (e.g., using a natural language processing algorithm). An affinity model can be generated that associates the type of the application with the first time and/or location. At a second time and location, it can be determined that the second time corresponds to the first time and/or that the second location corresponds to the first location. Using the affinity model, the second time and/or location can be associated with the type of the application, and the mobile device may then display content related to the type of the application.
Abstract translation: 方法和计算机产品可以基于与移动设备的历史交互来提供个性化内容。 计算设备可以在第一时间和位置处接收关于在移动设备上运行的应用的用户交互的信息。 可以通过解析应用的描述（例如，使用自然语言处理算法）来识别应用的类型。 可以生成将应用程序的类型与第一时间和/或位置相关联的关联模型。 在第二时间和位置，可以确定第二时间对应于第一时间和/或第二位置对应于第一位置。 使用亲和力模型，第二时间和/或位置可以与应用的类型相关联，并且移动设备然后可以显示与应用的类型相关的内容。
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公开(公告)号：US09525771B2
公开(公告)日：2016-12-20
申请号：US14942907
申请日：2015-11-16
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Shannon M. Ma
CPC classification number: H04M1/72572 , G06F8/00 , G06F9/445 , G06F9/4843 , H04W4/021 , H04W4/043 , H04W4/06 , H04W4/33 , H04W4/50 , H04W4/80 , H04W24/02 , Y02D10/43
Abstract: Techniques of category-based fence are described. A category-based fence can correspond to a group of signal sources instead of a point location fixed to latitude and longitude coordinates. The group of signal sources can represent a category of entities, e.g., a particular business chain. The signal sources can be distributed to multiple discrete locations. A category-based fence associated with the group, accordingly, can correspond to multiple locations instead of a single point location and a radius. Each signal source in the group can be associated with a category identifier unique to the group and uniform among signal sources in the group. The category identifier can be programmed into each signal source. A mobile device can enter the category-based fence by entering any of the discrete locations when the mobile device detects the signal identifier. The mobile device can then execute an application program associated with the category-based fence.
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公开(公告)号：US20160359659A1
公开(公告)日：2016-12-08
申请号：US14846653
申请日：2015-09-04
Applicant: Apple Inc.
Inventor： Glenn Donald MacGougan , Lukas M. Marti , Robert Mayor
Abstract: Systems, methods and computer-readable mediums are disclosed for rapid reconfiguration of device location systems. In some implementations, a method comprises: determining, by a server computer, a fault in global location data, the server computer configured to periodically communicate with client devices over a network, the global location data being applicable to multiple client devices and independent of any particular location of any particular client device; determining, by the server computer, a potential impact of the faulty global location data on location systems implemented on the client devices; generating, by the server computer, a reconfiguration file including reconfiguration data for reconfiguring the location systems on the client devices to adapt to the faulty global location data; and automatically sending, by the server computer, the reconfiguration file to the client devices.
Abstract translation: 公开了用于设备定位系统的快速重新配置的系统，方法和计算机可读介质。 在一些实现中，一种方法包括：由服务器计算机确定全局位置数据中的故障，所述服务器计算机被配置为通过网络周期性地与客户端设备通信，所述全局位置数据可应用于多个客户端设备，并且独立于任何 任何特定客户端设备的特定位置; 由服务器计算机确定故障全球位置数据对在客户端设备上实现的位置系统的潜在影响; 由所述服务器计算机生成包括重新配置数据的重新配置文件，用于重新配置所述客户端设备上的所述位置系统以适应故障的全球位置数据; 并由服务器计算机自动发送重配置文件给客户端设备。
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公开(公告)号：US09497593B2
公开(公告)日：2016-11-15
申请号：US14468278
申请日：2014-08-25
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Glenn Donald MacGougan , Robert Mayor , Ronald K. Huang , Jason Dere , Yefim Grosman
CPC classification number: H04W64/003 , G01C5/00 , G01S5/0027 , G01S5/0236 , G01S5/0242 , G01S5/0278 , H04W4/023 , H04W24/00 , H04W64/00
Abstract: Methods, program products, and systems of location estimation using a probability density function are disclosed. In general, in one aspect, a server can estimate an effective altitude of a wireless access gateway using harvested data. The server can harvest location data from multiple mobile devices. The harvested data can include a location of each mobile device and an identifier of a wireless access gateway that is located within a communication range of the mobile device. The server can calculate an effective altitude of the wireless access gateway using a probability density function of the harvested data. The probability density function can be a sufficient statistic of the received set of location coordinates for calculating an effective altitude of the wireless access gateway. The server can send the effective altitude of the wireless access gateway to other mobile devices for estimating altitudes of the other mobile devices.
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Patent Agency Ranking
公开(公告)号：US09460388B2
公开(公告)日：2016-10-04
申请号：US13905552
申请日：2013-05-30
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Shannon M. Ma , Pejman Lotfali Kazemi
IPC: G06N5/02 , G01S11/06 , H04B17/26 , H04B17/27 , H04B17/318 , H04B17/391
CPC classification number: G06N5/02 , G01S11/06 , H04B17/26 , H04B17/27 , H04B17/318 , H04B17/3911
Abstract: Implementations are disclosed for obtaining a range state of a device operating in an indoor environment with radio frequency (RF) signal sources. In some implementations, windowed signal measurements obtained from RF signals transmitted by an RF signal source are classified into range classes that are defined by threshold values obtained from a RF signal propagation model. A range class observation is obtained by selecting a range class among a plurality of range classes based on a percentage of a total number of windowed signal measurements that are associated with the range class. The range class observation is provided as input to a state estimator that estimates a range class that accounts for process and/or measurement noise. The output of the state estimator is provided as input to a state machine.
Abstract translation: 公开了实现用于获得在具有射频（RF）信号源的室内环境中工作的设备的范围状态。 在一些实施方案中，从由RF信号源发送的RF信号获得的窗口信号测量被分类为由从RF信号传播模型获得的阈值定义的范围等级。 通过基于与范围类别相关联的窗口化信号测量的总数的百分比来选择多个范围类别中的范围类别来获得范围类观察。 范围类观察被提供给估计考虑过程和/或测量噪声的范围类的状态估计器的输入。 状态估计器的输出被提供给状态机的输入。
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公开(公告)号：US09445235B2
公开(公告)日：2016-09-13
申请号：US14826172
申请日：2015-08-13
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Shannon M. Ma , Robert Mayor , Augustin Prats , Brian J. Tucker , Christopher J. Edmonds , Joakim Linde , Pejman Lotfali Kazemi
CPC classification number: H04W4/021 , H04B17/318 , H04W4/023 , H04W4/80 , H04W8/18 , H04W40/244 , H04W88/02
Abstract: A proximity fence can be a location-agnostic fence defined by signal sources having no geographic location information. The proximity fence can correspond to a group of signal sources instead of a point location fixed to latitude and longitude coordinates. A signal source can be a radio frequency (RF) transmitter broadcasting a beacon signal. The beacon signal can include a payload that includes an identifier indicating a category to which the signal source belongs, and one or more labels indicating one or more subcategories to which the signal source belongs. The proximity fence defined by the group of signal sources can trigger different functions of application programs associated with the proximity fence on a mobile device, when the mobile device moves within the proximity fence and enters and exits different parts of the proximity fence corresponding to the different subcategories.
Abstract translation: 靠近栅栏可以是由不具有地理位置信息的信号源定义的与位置无关的栅栏。 接近栅栏可以对应于一组信号源，而不是固定在纬度和经度坐标上的点位置。 信号源可以是广播信标信号的射频（RF）发射机。 信标信号可以包括包括指示信号源所属的类别的标识符和指示信号源所属的一个或多个子类别的一个或多个标签的有效载荷。 当移动设备在邻近围栏内移动并进入和离开对应于不同的邻近栅栏的不同部分时，由信号源组定义的邻近栅栏可以触发与移动设备上的邻近栅栏相关联的应用程序的不同功能 子类别。
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公开(公告)号：US20160142531A1
公开(公告)日：2016-05-19
申请号：US14942907
申请日：2015-11-16
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Shannon M. Ma
CPC classification number: H04M1/72572 , G06F8/00 , G06F9/445 , G06F9/4843 , H04W4/021 , H04W4/043 , H04W4/06 , H04W4/33 , H04W4/50 , H04W4/80 , H04W24/02 , Y02D10/43
Abstract: Techniques of category-based fence are described. A category-based fence can correspond to a group of signal sources instead of a point location fixed to latitude and longitude coordinates. The group of signal sources can represent a category of entities, e.g., a particular business chain. The signal sources can be distributed to multiple discrete locations. A category-based fence associated with the group, accordingly, can correspond to multiple locations instead of a single point location and a radius. Each signal source in the group can be associated with a category identifier unique to the group and uniform among signal sources in the group. The category identifier can be programmed into each signal source. A mobile device can enter the category-based fence by entering any of the discrete locations when the mobile device detects the signal identifier. The mobile device can then execute an application program associated with the category-based fence.
Abstract translation: 描述基于类别的围栏的技术。 基于类别的围栏可以对应于一组信号源，而不是固定在纬度和经度坐标上的点位置。 信号源组可以表示实体的类别，例如特定的业务链。 信号源可以分布到多个离散位置。 相应地，与组相关联的基于类别的栅栏可以对应于多个位置而不是单个点位置和半径。 组中的每个信号源可以与组中唯一的类别标识相关联，并且在组中的信号源之间是均匀的。 类别标识符可以编程到每个信号源中。 当移动设备检测到信号标识符时，移动设备可以通过输入任何离散位置来进入基于类别的围栏。 然后，移动设备可以执行与基于类别的围栏相关联的应用程序。
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公开(公告)号：US20160132030A1
公开(公告)日：2016-05-12
申请号：US14856265
申请日：2015-09-16
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Kevin P. McLaughlin , Arun G. Mathias , Ronald Keryuan Huang
Abstract: Automated behaviors in an environment can be implemented based on aggregation of individual user routines. For example, mobile devices used by users in the environment can provide information about the users' behavior patterns to a coordinator device that can be located in the environment. The coordinator device can analyze the information to detect an aggregate pattern that involves multiple mobile devices and/or multiple users. Based on a detected aggregate patterns, the coordinator can identify behaviors to automate.
Abstract translation: 环境中的自动行为可以基于单个用户例程的聚合来实现。 例如，环境中的用户使用的移动设备可以向可以位于环境中的协调器设备提供关于用户行为模式的信息。 协调器设备可以分析信息以检测涉及多个移动设备和/或多个用户的聚合模式。 基于检测到的聚合模式，协调器可以识别自动化的行为。
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160.发明申请公开(公告)号：US20160091872A1
公开(公告)日：2016-03-31
申请号：US14856228
申请日：2015-09-16
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Robert W. Mayor , Arun G. Mathias , Ronald Keryuan Huang
CPC classification number: G05B13/0265 , G05B15/02 , G05B2219/2642 , H04L12/2816 , H04L12/282 , H04L67/22
Abstract: An automated environment can include an accessory device that operates according to an automation rule, to take a prescribed action when a triggering condition occurs. A controller device for the automated environment can determine a user's regular routine and can detect when the user is deviating from the regular routine. The controller device can communicate with accessory devices in the automated environment to modify their behavior relative to the automation rules.
Abstract translation: 自动化环境可以包括根据自动化规则操作的辅助设备，以在发生触发条件时采取规定的动作。 用于自动化环境的控制器设备可以确定用户的常规例程，并且可以检测用户何时偏离常规例程。 控制器设备可以与自动化环境中的附件设备进行通信，以修改其相对于自动化规则的行为。
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