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1. 发明授权

US09631930B2 Warning for frequently traveled trips based on traffic 有权
公开(公告)号：US09631930B2
公开(公告)日：2017-04-25
申请号：US14081899
申请日：2013-11-15
申请人： Apple Inc.
发明人： Christine B. McGavran , Bradford A. Moore , Gregory D. Bolsinga , Christopher Blumenberg , Seejo K. Pylappan , Marcel van Os
IPC分类号： B60L3/00 , B60L15/00 , G05D1/00 , G05D3/00 , G06F7/00 , G06F17/00 , G01C21/00 , G06N5/04 , G06N99/00 , G01C21/34 , G01C21/36
CPC分类号： G01C21/00 , G01C21/3484 , G01C21/3492 , G01C21/3617 , G01C21/362 , G06N5/04 , G06N99/005
摘要： Some embodiments of the invention provide a novel prediction engine that (1) can formulate predictions about current or future destinations and/or routes to such destinations for a user, and (2) can relay information to the user about these predictions. In some embodiments, this engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on stored, user-specific data. The user-specific data is different in different embodiments. In some embodiments, the stored, user-specific data includes data about any combination of the following: (1) previous destinations traveled to by the user, (2) previous routes taken by the user, (3) locations of calendared events in the user's calendar, (4) locations of events for which the user has electronic tickets, and (5) addresses parsed from recent e-mails and/or messages sent to the user. In some embodiments, the prediction engine only relies on user-specific data stored on the device on which this engine executes. Alternatively, in other embodiments, it relies only on user-specific data stored outside of the device by external devices/servers. In still other embodiments, the prediction engine relies on user-specific data stored both by the device and by other devices/servers.

2. 发明授权

US10371526B2 Warning for frequently traveled trips based on traffic 有权
公开(公告)号：US10371526B2
公开(公告)日：2019-08-06
申请号：US15494163
申请日：2017-04-21
申请人： Apple Inc.
发明人： Christine B. McGavran , Bradford A. Moore , Gregory D. Bolsinga , Christopher Blumenberg , Seejo K. Pylappan , Marcel van Os
IPC分类号： G06N5/04 , G01C21/00 , G01C21/34 , G01C21/36 , G06N20/00
摘要： Some embodiments of the invention provide a novel prediction engine that (1) can formulate predictions about current or future destinations and/or routes to such destinations for a user, and (2) can relay information to the user about these predictions. In some embodiments, this engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on stored, user-specific data. The user-specific data is different in different embodiments. In some embodiments, the stored, user-specific data includes data about any combination of the following: (1) previous destinations traveled to by the user, (2) previous routes taken by the user, (3) locations of calendared events in the user's calendar, (4) locations of events for which the user has electronic tickets, and (5) addresses parsed from recent e-mails and/or messages sent to the user. In some embodiments, the prediction engine only relies on user-specific data stored on the device on which this engine executes. Alternatively, in other embodiments, it relies only on user-specific data stored outside of the device by external devices/servers. In still other embodiments, the prediction engine relies on user-specific data stored both by the device and by other devices/servers.

3. 发明申请

US20150229718A1 PROTOCOL FOR EXCHANGING DATA BETWEEN TWO DEVICES 审中-公开
标题翻译：两个设备之间交换数据协议
公开(公告)号：US20150229718A1
公开(公告)日：2015-08-13
申请号：US14292807
申请日：2014-05-30
申请人： Apple Inc.
发明人： Curtis C. Galloway , Gregory D. Bolsinga , Ingo A. Schurr , Kaspar Fischer , Marco Primi , Nathaniel R. Rivard , Nils Stefan Daniel Bengtsson , Steven Alyari
IPC分类号： H04L29/08 , H04L29/06
CPC分类号： H04L67/289 , G01C21/32 , G06F3/0484 , G06F3/0488 , G06F9/46 , G06F16/9537 , H04L67/2833
摘要： Some embodiments provide a protocol for a first device to obtain information about one or more data entities from a second device. In some embodiments, the first device is a client device, while the second device is a server device. In some embodiments, the protocol specifies a request that includes an entity identifying parameter set and a description of the desired information for each entity that the second device identifies based on the entity identifying parameter set. In some embodiments, the protocol specifies a response from the second device includes a set of entities that were identified based on the entity identifying parameter set, and for each entity in the set of entities, a list of responses that includes a set of data values or data objects for each information component set that the first device requested for the identified entities.
摘要翻译：一些实施例提供用于第一设备从第二设备获得关于一个或多个数据实体的信息的协议。在一些实施例中，第一设备是客户端设备，而第二设备是服务器设备。在一些实施例中，该协议规定了一个请求，该请求包括识别参数集的实体和基于识别参数集合的实体识别的每个实体的所需信息的描述。在一些实施例中，协议规定来自第二设备的响应包括基于实体识别参数集合识别的一组实体，并且对于该组实体中的每个实体，包括一组数据值的响应列表或第一设备为所识别的实体请求的每个信息组件的数据对象。

4. 发明申请

US20230034863A1 Warning for Frequently Traveled Trips Based on Traffic 有权
公开(公告)号：US20230034863A1
公开(公告)日：2023-02-02
申请号：US17964732
申请日：2022-10-12
申请人： Apple Inc.
发明人： Bradford A. Moore , Christine B. McGavran , Gregory D. Bolsinga , Christopher Blumenberg , Seejo K. Pylappan , Marcel Van Os
IPC分类号： G01C21/00 , G01C21/34 , G06N20/00 , G01C21/36 , G06N5/04
摘要： Some embodiments of the invention provide a novel prediction engine that (1) can formulate predictions about current or future destinations and/or routes to such destinations for a user, and (2) can relay information to the user about these predictions. In some embodiments, this engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on stored, user-specific data. The user-specific data is different in different embodiments. In some embodiments, the stored, user-specific data includes data about any combination of the following: (1) previous destinations traveled to by the user, (2) previous routes taken by the user, (3) locations of calendared events in the user’s calendar, (4) locations of events for which the user has electronic tickets, and (5) addresses parsed from recent e-mails and/or messages sent to the user. In some embodiments, the prediction engine only relies on user-specific data stored on the device on which this engine executes. Alternatively, in other embodiments, it relies only on user-specific data stored outside of the device by external devices/servers. In still other embodiments, the prediction engine relies on user-specific data stored both by the device and by other devices/servers.

5. 发明授权

US11506497B2 Warning for frequently traveled trips based on traffic 有权
公开(公告)号：US11506497B2
公开(公告)日：2022-11-22
申请号：US16511729
申请日：2019-07-15
申请人： Apple Inc.
发明人： Bradford A. Moore , Christine B. McGavran , Gregory D. Bolsinga , Christopher Blumenberg , Seejo K. Pylappan , Marcel Van Os
IPC分类号： G01C21/00 , G06N5/04 , G06N20/00 , G01C21/34 , G01C21/36
摘要： Some embodiments of the invention provide a novel prediction engine that (1) can formulate predictions about current or future destinations and/or routes to such destinations for a user, and (2) can relay information to the user about these predictions. In some embodiments, this engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on stored, user-specific data. The user-specific data is different in different embodiments. In some embodiments, the stored, user-specific data includes data about any combination of the following: (1) previous destinations traveled to by the user, (2) previous routes taken by the user, (3) locations of calendared events in the user's calendar, (4) locations of events for which the user has electronic tickets, and (5) addresses parsed from recent e-mails and/or messages sent to the user. In some embodiments, the prediction engine only relies on user-specific data stored on the device on which this engine executes. Alternatively, in other embodiments, it relies only on user-specific data stored outside of the device by external devices/servers. In still other embodiments, the prediction engine relies on user-specific data stored both by the device and by other devices/servers.

6. 发明申请

US20190339079A1 Warning for Frequently Traveled Trips Based on Traffic 审中-公开
公开(公告)号：US20190339079A1
公开(公告)日：2019-11-07
申请号：US16511729
申请日：2019-07-15
申请人： Apple Inc.
发明人： Bradford A. Moore , Christine B. McGavran , Gregory D. Bolsinga , Christopher Blumenberg , Seejo K. Pylappan , Marcel Van Os
IPC分类号： G01C21/00 , G06N20/00 , G01C21/36 , G06N5/04 , G01C21/34
摘要： Some embodiments of the invention provide a novel prediction engine that (1) can formulate predictions about current or future destinations and/or routes to such destinations for a user, and (2) can relay information to the user about these predictions. In some embodiments, this engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on stored, user-specific data. The user-specific data is different in different embodiments. In some embodiments, the stored, user-specific data includes data about any combination of the following: (1) previous destinations traveled to by the user, (2) previous routes taken by the user, (3) locations of calendared events in the user's calendar, (4) locations of events for which the user has electronic tickets, and (5) addresses parsed from recent e-mails and/or messages sent to the user. In some embodiments, the prediction engine only relies on user-specific data stored on the device on which this engine executes. Alternatively, in other embodiments, it relies only on user-specific data stored outside of the device by external devices/servers. In still other embodiments, the prediction engine relies on user-specific data stored both by the device and by other devices/servers.

7. 发明申请

US20140278051A1 Prediction Engine 有权
标题翻译：预测引擎
公开(公告)号：US20140278051A1
公开(公告)日：2014-09-18
申请号：US14081895
申请日：2013-11-15
申请人： Apple Inc.
发明人： Christine B. McGavran , Bradford A. Moore , Gregory D. Bolsinga , Michael P. Dal Santo , Lukas Marti , Seejo K. Pylappan , Marcel van Os
IPC分类号： G01C21/00 , G06N5/04 , G06N99/00
CPC分类号： G01C21/00 , G01C21/3484 , G01C21/3492 , G01C21/3617 , G01C21/362 , G06N5/04 , G06N99/005
摘要： Some embodiments of the invention provide a novel prediction engine that (1) can formulate predictions about current or future destinations and/or routes to such destinations for a user, and (2) can relay information to the user about these predictions. In some embodiments, this engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on stored, user-specific data. The user-specific data is different in different embodiments. In some embodiments, the stored, user-specific data includes data about any combination of the following: (1) previous destinations traveled to by the user, (2) previous routes taken by the user, (3) locations of calendared events in the user's calendar, (4) locations of events for which the user has electronic tickets, and (5) addresses parsed from recent e-mails and/or messages sent to the user. In some embodiments, the prediction engine only relies on user-specific data stored on the device on which this engine executes. Alternatively, in other embodiments, it relies only on user-specific data stored outside of the device by external devices/servers. In still other embodiments, the prediction engine relies on user-specific data stored both by the device and by other devices/servers.
摘要翻译：本发明的一些实施例提供了一种新颖的预测引擎，其（1）可以为用户制定关于当前或将来的目的地和/或路由到这些目的地的预测，以及（2）可以向用户传递关于这些预测的信息。在一些实施例中，该引擎包括机器学习引擎，其基于存储的用户特定数据有助于预测的未来目的地和/或到目的地的未来路线的制定。用户特定的数据在不同的实施例中是不同的。在一些实施例中，所存储的用户特定数据包括关于以下任何组合的数据：（1）用户旅行的先前目的地，（2）用户采取的先前路由，（3）日历中的日历事件的位置用户日历，（4）用户具有电子票的事件的位置，以及（5）从发送给用户的最近的电子邮件和/或消息中解析的地址。在一些实施例中，预测引擎仅依赖于存储在该引擎执行的设备上的用户特定数据。或者，在其他实施例中，它仅依赖于外部设备/服务器在设备外部存储的用户特定数据。在其他实施例中，预测引擎依赖于由设备和其他设备/服务器存储的用户特定数据。

8. 发明授权

US11934961B2 Mobile device with predictive routing engine 有权
公开(公告)号：US11934961B2
公开(公告)日：2024-03-19
申请号：US16747698
申请日：2020-01-21
申请人： Apple Inc.
发明人： Christine B. McGavran , Bradford A. Moore , Gregory D. Bolsinga , Michael P. Dal Santo , Lukas Marti , Seejo K. Pylappan , Marcel van Os
IPC分类号： G06N5/02 , G01C21/36 , G06N5/022 , G06N20/00 , G06Q10/109 , H04L67/02 , H04L67/10 , H04L67/50 , H04L67/52 , H04W4/02
CPC分类号： G06N5/02 , G01C21/3617 , G01C21/362 , G01C21/3691 , G06N5/022 , G06N20/00 , G06Q10/109 , H04L67/02 , H04L67/10 , H04L67/52 , H04L67/535 , H04W4/025
摘要： A mobile device with a route prediction engine is provided that can predict current/future destinations or routes to destinations for the user, and can relay prediction information to the user. The engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on user-specific data. The user-specific data includes data about (1) previous destinations traveled, (2) previous routes taken, (3) locations of calendared events, (4) locations of events for which the user has electronic tickets, and/or (5) addresses parsed from e-mails and/or messages. The prediction engine relies on one or more of user-specific data stored on the device and data stored outside of the device by external devices/servers.

9. 发明授权

US10579939B2 Mobile device with predictive routing engine 有权
公开(公告)号：US10579939B2
公开(公告)日：2020-03-03
申请号：US15085994
申请日：2016-03-30
申请人： Apple Inc.
发明人： Christine B. McGavran , Bradford A. Moore , Gregory D. Bolsinga , Michael P. Dal Santo , Lukas Marti , Seejo K. Pylappan , Marcel van Os
IPC分类号： G06N20/00 , G01C21/36 , G06N5/02 , H04L29/08 , H04W4/02
摘要： Some embodiments of the invention provide a mobile device with a novel route prediction engine that (1) can formulate predictions about current or future destinations and/or routes to such destinations for the device's user, and (2) can relay information to the user about these predictions. In some embodiments, this engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on stored, user-specific data. The user-specific data is different in different embodiments. In some embodiments, the stored, user-specific data includes data about any combination of the following (1) previous destinations traveled to by the user, (2) previous routes taken by the user, (3) locations of calendared events in the user's calendar, (4) locations of events for which the user has electronic tickets, and (5) addresses parsed from recent e-mails and/or messages sent to the user. The device's prediction engine only relies on user-specific data stored on the device in some embodiments, relies only on user-specific data stored outside of the device by external devices/servers in other embodiments, and relies on user-specific data stored both by the device and by other devices/servers in other embodiments.

10. 发明授权

US09317813B2 Mobile device with predictive routing engine 有权
标题翻译：具有预测路由引擎的移动设备
公开(公告)号：US09317813B2
公开(公告)日：2016-04-19
申请号：US13843796
申请日：2013-03-15
申请人： Apple. Inc.
发明人： Christine B. McGavran , Bradford A. Moore , Gregory D. Bolsinga , Michael P. Dal Santo , Lukas Marti , Seejo K. Pylappan , Marcel van Os
IPC分类号： G06F17/00 , G06F17/20 , G06N99/00 , G01C21/36
CPC分类号： H04L67/18 , G01C21/3617 , G06N5/022 , G06N99/005 , H04L67/02 , H04L67/10 , H04L67/22 , H04W4/025
摘要： Some embodiments of the invention provide a mobile device with a novel route prediction engine that (1) can formulate predictions about current or future destinations and/or routes to such destinations for the device's user, and (2) can relay information to the user about these predictions. In some embodiments, this engine includes a machine-learning engine that facilitates the formulation of predicted future destinations and/or future routes to destinations based on stored, user-specific data. The user-specific data is different in different embodiments. In some embodiments, the stored, user-specific data includes data about any combination of the following (1) previous destinations traveled to by the user, (2) previous routes taken by the user, (3) locations of calendared events in the user's calendar, (4) locations of events for which the user has electronic tickets, and (5) addresses parsed from recent e-mails and/or messages sent to the user. The device's prediction engine only relies on user-specific data stored on the device in some embodiments, relies only on user-specific data stored outside of the device by external devices/servers in other embodiments, and relies on user-specific data stored both by the device and by other devices/servers in other embodiments.
摘要翻译：本发明的一些实施例为移动设备提供了一种新颖的路由预测引擎，其中（1）可以为设备的用户制定有关当前或未来目的地和/或路由到这些目的地的预测，以及（2）可以向用户转发关于这些预测。在一些实施例中，该引擎包括机器学习引擎，其基于存储的用户特定数据有助于预测的未来目的地和/或到目的地的未来路线的制定。用户特定的数据在不同的实施例中是不同的。在一些实施例中，所存储的用户特定数据包括关于用户前往的以下（1）先前目的地的任何组合的数据，（2）用户采取的先前路由，（3）用户的日历中的日历事件的位置日历，（4）用户具有电子票的事件的位置，以及（5）从发送给用户的最近的电子邮件和/或消息中解析的地址。在一些实施例中，设备的预测引擎仅依赖于存储在设备上的用户特定数据，在其他实施例中仅依赖于外部设备/服务器在设备外部存储的用户特定数据，并且依赖于由该装置以及其他实施例中的其他设备/服务器。

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