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公开(公告)号：US20170099381A1
公开(公告)日：2017-04-06
申请号：US15384195
申请日：2016-12-19
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：US09560489B2
公开(公告)日：2017-01-31
申请号：US14868677
申请日：2015-09-29
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Robert Mayor , Shannon M. Ma
CPC classification number: H04W4/04 , G01S5/0236 , G01S5/0252 , H04W4/025 , H04W64/00
Abstract: Methods, program products, and systems for reducing a location search space are described. A mobile device, when arriving at a venue, can determine a location of the mobile device using signals from one or more signal sources associated with the venue. The mobile device can use a coarse location estimator to estimate a coarse location of the mobile device at the venue. The mobile device can request, from a server, detailed location data associated with the coarse location. The detailed location data can include location fingerprint data associated with a portion of the venue that includes the coarse location. The mobile device can determine an estimated location that has finer granularity than the coarse location using the location fingerprint data.
Abstract translation: 描述了用于减少位置搜索空间的方法，程序产品和系统。 移动设备在到达场地时可以使用来自与场地相关联的一个或多个信号源的信号来确定移动设备的位置。 移动设备可以使用粗略位置估计器来估计移动设备在场地的粗略位置。 移动设备可以从服务器请求与粗略位置相关联的详细位置数据。 详细的位置数据可以包括与包括粗略位置的场地的一部分相关联的位置指纹数据。 使用位置指纹数据，移动设备可以确定具有比粗略位置更精细的粒度的估计位置。
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公开(公告)号：US20160357362A1
公开(公告)日：2016-12-08
申请号：US14732359
申请日：2015-06-05
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 , G06N5/04 , G06F3/0484
CPC classification number: G06F3/0482 , G06F3/0346 , G06F3/04842 , G06F3/04847 , G06F9/451 , G06N5/04 , G06N99/005
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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公开(公告)号：US20160357163A1
公开(公告)日：2016-12-08
申请号：US14868239
申请日：2015-09-28
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Lili Cao , Michael P. Dal Santo
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.
Abstract translation: 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。
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公开(公告)号：US20160091879A1
公开(公告)日：2016-03-31
申请号：US14856279
申请日：2015-09-16
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Ronald Keryuan Huang
CPC classification number: G05B15/02 , G05B2219/2642 , H04L12/2816 , H04L12/2818
Abstract: Behavior information can be aggregated across multiple automated environments (e.g., across homes in a neighborhood). The automated environments can provide information about detected environment-level behavior patterns to a server. The server can aggregate the patterns across environments in a defined neighborhood and can provide neighborhood-level information back to the participating automated environments. The neighborhood-level information can be used to drive decisions and behavioral changes in individual automated environments.
Abstract translation: 行为信息可以在多个自动化环境中聚合（例如，在邻近的家庭中）。 自动化环境可以向服务器提供关于检测到的环境级行为模式的信息。 服务器可以在定义的邻域中的环境中聚合模式，并可以将邻域级信息提供回参与的自动化环境。 邻近级别的信息可用于驱动单个自动化环境中的决策和行为变化。
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Patent Agency Ranking
公开(公告)号：US20160091871A1
公开(公告)日：2016-03-31
申请号：US14856252
申请日：2015-09-16
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Ronald Keryuan Huang
IPC: G05B13/02
Abstract: A device in an automated environment can detect patterns in the user's interactions with accessories in the automated environment and can provide feedback to the user based on the patterns. Examples include: suggesting automation of particular actions based on the patterns; suggesting actions that conform to the pattern when the user performs part of the pattern; or suggesting changes to a pattern to conform to a preferred pattern.
Abstract translation: 自动化环境中的设备可以检测用户与自动化环境中的附件的交互中的模式，并可以根据模式向用户提供反馈。 示例包括：提示基于模式的特定行动的自动化; 提示当用户执行部分模式时符合模式的操作; 或建议对模式进行更改以符合首选模式。
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公开(公告)号：US09253600B2
公开(公告)日：2016-02-02
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
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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公开(公告)号：US20160021513A1
公开(公告)日：2016-01-21
申请号：US14868677
申请日：2015-09-29
Applicant: Apple Inc.
Inventor： Lukas M. Marti , Robert Mayor , Shannon M. Ma
CPC classification number: H04W4/04 , G01S5/0236 , G01S5/0252 , H04W4/025 , H04W64/00
Abstract: Methods, program products, and systems for reducing a location search space are described. A mobile device, when arriving at a venue, can determine a location of the mobile device using signals from one or more signal sources associated with the venue. The mobile device can use a coarse location estimator to estimate a coarse location of the mobile device at the venue. The mobile device can request, from a server, detailed location data associated with the coarse location. The detailed location data can include location fingerprint data associated with a portion of the venue that includes the coarse location. The mobile device can determine an estimated location that has finer granularity than the coarse location using the location fingerprint data.
Abstract translation: 描述了用于减少位置搜索空间的方法，程序产品和系统。 移动设备在到达场地时可以使用来自与场地相关联的一个或多个信号源的信号来确定移动设备的位置。 移动设备可以使用粗略位置估计器来估计移动设备在场地的粗略位置。 移动设备可以从服务器请求与粗略位置相关联的详细位置数据。 详细的位置数据可以包括与包括粗略位置的场地的一部分相关联的位置指纹数据。 使用位置指纹数据，移动设备可以确定具有比粗略位置更精细的粒度的估计位置。
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公开(公告)号：US09191832B2
公开(公告)日：2015-11-17
申请号：US13912088
申请日：2013-06-06
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：US20150237470A1
公开(公告)日：2015-08-20
申请号：US14180731
申请日：2014-02-14
Applicant: Apple Inc.
Inventor： Robert Mayor , Lukas M. Marti , Shannon M. Ma
IPC: H04W4/02
CPC classification number: H04W4/021 , G01C21/3484 , G01C21/3617 , H04L67/18 , H04L67/306 , H04W4/029
Abstract: Systems, methods and computer program products for providing location-based services triggered by a personal geofence are disclosed. A mobile device can determine that a venue located at a geographic location and frequently visited by the mobile device in the past is associated with a particular item, service, or activity. Upon receiving a query about the item, service, or activity, the mobile device can create a temporary geofence around the venue. Using past behavior patterns and a current location, the mobile device can determine a condition to trigger execution of an application program or display of certain content. The condition can be personalized to match a life style of a user of the mobile device. Accordingly, trigging the execution of the application program or the display of the content may be based on factors other than a distance between the mobile device and a point location.
Abstract translation: 公开了用于提供由个人地理围栏触发的基于位置的服务的系统，方法和计算机程序产品。 移动设备可以确定位于地理位置并且由移动设备过去经常访问的场地与特定项目，服务或活动相关联。 在接收到有关物品，服务或活动的查询后，移动设备可以在场地周围创建临时地理围栏。 使用过去的行为模式和当前位置，移动设备可以确定触发应用程序的执行或特定内容的显示的条件。 该条件可以被个性化以匹配移动设备的用户的生活方式。 因此，触发应用程序的执行或内容的显示可以基于除了移动设备与点位置之间的距离之外的因素。
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