公开(公告)号：US20140057659A1

公开(公告)日：2014-02-27

申请号：US14068860

申请日：2013-10-31

Applicant: Google Inc.

Inventor： Tushar Udeshi ,  Guang Yang ,  Andrew Kirmse ,  Pablo Bellver

IPC: H04W4/02

CPC classification number: H04W4/029

Abstract: Techniques are disclosed herein for inferring user interests and serving recommendations to the user. An example for serving recommendations based on inferred user interests is described. The example includes receiving a plurality of location data points for a user, the location data points including a geographic position and a time, and storing the location data points in a data store. The location data points are processed using a processor in communication with the data store to generate visited place data for the user where the visited place data represents a location visited by the user, a category of the location visited, and a time. A histogram of the visited place data is built across categories of locations visited and the histogram is stored in the data store. Recommendations are then served to the user within a category represented on the histogram.

Abstract translation: 本文公开了用于推断用户兴趣并向用户提供推荐的技术。 描述了基于推断的用户兴趣提供建议的示例。 该示例包括为用户接收多个位置数据点，位置数据点包括地理位置和时间，以及将位置数据点存储在数据存储中。 使用与数据存储器通信的处理器处理位置数据点，以生成用户的访问位置数据，其中访问位置数据表示用户访问的位置，访问的位置的类别和时间。 访问地点数据的直方图是在所访问的位置的类别之间构建的，并且直方图存储在数据存储中。 然后，在直方图上表示的类别中向用户提供建议。

公开(公告)号：US20130345957A1

公开(公告)日：2013-12-26

申请号：US13955874

申请日：2013-07-31

Applicant: Google Inc.

Inventor： Guang Yang ,  Tushar Udeshi ,  Andrew Kirmse ,  Emil Praun ,  Pablo Bellver ,  Keir Banks Mierle

IPC: G06N5/02 ,  G06F17/30

CPC classification number: G06N7/005 ,  G06F17/30241 ,  G06F17/3053 ,  G06F17/30864 ,  G06F17/3087 ,  G06N5/02 ,  G06N5/04 ,  G06N99/005

Abstract: In some examples, systems and techniques can determine a respective visit likelihood for each respective destination of a plurality of destinations based at least in part on a respective distance between the respective destination and a geographic location from a location history associated with a user and a comparison between a time associated with the geographic location and a visit likelihood distribution across time. The systems and techniques can then sort at least some of the plurality of destinations. In other examples, systems and techniques can determine whether a user is likely to visit a place during a future instance of a timeslot based at least in part on a location history associated with the user. The systems and techniques can then output information relating to the place prior to the beginning of the future instance of the timeslot.

公开(公告)号：US09097552B2

公开(公告)日：2015-08-04

申请号：US14321363

申请日：2014-07-01

Applicant: Google Inc.

Inventor： Tushar Jairaj Udeshi ,  Dale Kris Hawkins ,  Thomas Carl Stamm ,  Guang Yang

IPC: G01C21/26 ,  G01C21/36 ,  G01C21/30 ,  H04W4/02

CPC classification number: G01C21/367 ,  G01C21/26 ,  G01C21/30 ,  H04W4/023 ,  H04W4/029

Abstract: Example techniques and systems include generating cluster information to consolidate multiple locations. In one example, a method includes receiving, at a computing device, a plurality of location identifiers corresponding to a plurality of locations at which a mobile computing device was previously located, defining, by the computing device, a plurality of geographic regions based at least in part on the plurality of location identifiers, wherein each of the plurality of geographic regions defines a physical area in which at least one of the plurality of locations is located, selecting, by the computing device, a subset of the plurality of geographic regions based on respective distances between a current location of the mobile computing device and a respective reference point within each of the geographic regions, and outputting, by the computing device and for display, an indication of the subset of the plurality of geographic regions.

Abstract translation: 示例技术和系统包括生成集群信息以整合多个位置。 在一个示例中，一种方法包括在计算设备处接收与移动计算设备先前位于的多个位置相对应的多个位置标识符，由计算设备至少定义多个地理区域 部分地在所述多个位置标识符上，其中所述多个地理区域中的每一个定义其中所述多个位置中的至少一个位于其中的物理区域，由所述计算设备选择所述多个地理区域的子集， 在移动计算设备的当前位置和每个地理区域内的相应参考点之间的相应距离上，并且由计算设备输出并显示多个地理区域的子集的指示。

公开(公告)号：US20150073693A1

公开(公告)日：2015-03-12

申请号：US14546511

申请日：2014-11-18

Applicant: Google Inc.

Inventor： Guang Yang ,  Tushar Udeshi ,  Andrew Kirmse ,  Emil Praun ,  Pablo Bellver ,  Keir Banks Mierle

IPC: G06F17/30 ,  G06N5/04 ,  G06N7/00

CPC classification number: G06N7/005 ,  G06F17/30241 ,  G06F17/3053 ,  G06F17/30864 ,  G06F17/3087 ,  G06N5/02 ,  G06N5/04 ,  G06N99/005

Abstract: In some examples, systems and techniques can determine a respective visit likelihood for each respective destination of a plurality of destinations based at least in part on a respective distance between the respective destination and a geographic location from a location history associated with a user and a comparison between a time associated with the geographic location and a visit likelihood distribution across time. The systems and techniques can then sort at least some of the plurality of destinations. In other examples, systems and techniques can determine whether a user is likely to visit a place during a future instance of a timeslot based at least in part on a location history associated with the user. The systems and techniques can then output information relating to the place prior to the beginning of the future instance of the timeslot.

Abstract translation: 在一些示例中，系统和技术可以至少部分地基于来自与用户相关联的位置历史的相应目的地和地理位置之间的相应距离以及比较来确定多个目的地的每个相应目的地的相应访问似然 在与地理位置相关联的时间和跨越时间的访问似然度分布之间。 系统和技术可以对多个目的地中的至少一些进行排序。 在其他示例中，系统和技术可以至少部分地基于与用户相关联的位置历史来确定在时隙的未来实例期间用户是否可能访问某个地点。 然后，系统和技术可以在时隙的未来实例开始之前输出与该地点有关的信息。

公开(公告)号：US08949013B2

公开(公告)日：2015-02-03

申请号：US13955874

申请日：2013-07-31

Applicant: Google Inc.

Inventor： Guang Yang ,  Tushar Udeshi ,  Andrew Kirmse ,  Emil Praun ,  Pablo Bellver ,  Keir Banks Mierle

IPC: G06N5/02 ,  G06F17/30

CPC classification number: G06N7/005 ,  G06F17/30241 ,  G06F17/3053 ,  G06F17/30864 ,  G06F17/3087 ,  G06N5/02 ,  G06N5/04 ,  G06N99/005

Abstract: In some examples, systems and techniques can determine a respective visit likelihood for each respective destination of a plurality of destinations based at least in part on a respective distance between the respective destination and a geographic location from a location history associated with a user and a comparison between a time associated with the geographic location and a visit likelihood distribution across time. The systems and techniques can then sort at least some of the plurality of destinations. In other examples, systems and techniques can determine whether a user is likely to visit a place during a future instance of a timeslot based at least in part on a location history associated with the user. The systems and techniques can then output information relating to the place prior to the beginning of the future instance of the timeslot.

Abstract translation: 在一些示例中，系统和技术可以至少部分地基于来自与用户相关联的位置历史的相应目的地和地理位置之间的相应距离以及比较来确定多个目的地的每个相应目的地的相应访问似然 在与地理位置相关联的时间和跨越时间的访问似然度分布之间。 系统和技术可以对多个目的地中的至少一些进行排序。 在其他示例中，系统和技术可以至少部分地基于与用户相关联的位置历史来确定在时隙的未来实例期间用户是否可能访问某个地点。 然后，系统和技术可以在时隙的未来实例开始之前输出与该地点有关的信息。

公开(公告)号：US20140350843A1

公开(公告)日：2014-11-27

申请号：US14455075

申请日：2014-08-08

Applicant: Google Inc.

Inventor： Tom Carl Stamm ,  Dale Kris Hawkins ,  James A. Guggemos ,  Tushar Udeshi ,  Pablo Bellver ,  Emil Praun ,  Guang Yang ,  Andrew Kirmse ,  Gokay Baris Gultekin ,  Bill Connor ,  Keir Banks Mierle

IPC: G01C21/00 ,  H04W4/02

CPC classification number: G01C21/00 ,  G01C21/3697 ,  G01S19/13 ,  G06Q10/109 ,  G06Q10/1095 ,  H04L67/26 ,  H04W4/023 ,  H04W4/029

Abstract: A computing system is described that obtains, based at least in part on information included in at least one previous communication associated with a user of a computing device, an indication of a future location and a future time and event information associated with the future location and the future time. The computing system obtains a duration of time for the user to travel from a current location of the computing device to the future location, and, based at least in part on the duration of time, obtains a departure time at which the user is predicted to need to depart from the current location in order to arrive at the future location by an arrival time based on the event. The computing system outputs, for transmission to the computing device, an indication associated with the event and including information indicative of the departure time.

Abstract translation: 描述了一种计算系统，其至少部分地基于包括在与计算设备的用户相关联的至少一个先前通信中的信息，获得与未来位置相关联的未来位置和未来时间和事件信息的指示，以及 未来的时间。 计算系统获得用户从计算设备的当前位置到未来位置的持续时间，并且至少部分地基于持续时间，获得用户被预测的出发时间 需要离开当前位置，以便根据事件到达时间到达未来的位置。 计算系统输出用于传输到计算设备的与事件相关联的指示并且包括指示出发时间的信息。

公开(公告)号：US20140336926A1

公开(公告)日：2014-11-13

申请号：US14321363

申请日：2014-07-01

Applicant: GOOGLE INC.

Inventor： Tushar Jairaj Udeshi ,  Dale Kris Hawkins ,  Thomas Carl Stamm ,  Guang Yang

IPC: G01C21/36

CPC classification number: G01C21/367 ,  G01C21/26 ,  G01C21/30 ,  H04W4/023 ,  H04W4/029

Abstract: Example techniques and systems include generating cluster information to consolidate multiple locations. In one example, a method includes receiving, at a computing device, a plurality of location identifiers corresponding to a plurality of locations at which a mobile computing device was previously located, defining, by the computing device, a plurality of geographic regions based at least in part on the plurality of location identifiers, wherein each of the plurality of geographic regions defines a physical area in which at least one of the plurality of locations is located, selecting, by the computing device, a subset of the plurality of geographic regions based on respective distances between a current location of the mobile computing device and a respective reference point within each of the geographic regions, and outputting, by the computing device and for display, an indication of the subset of the plurality of geographic regions.

Abstract translation: 示例技术和系统包括生成集群信息以整合多个位置。 在一个示例中，一种方法包括在计算设备处接收与移动计算设备先前位于的多个位置相对应的多个位置标识符，由计算设备至少定义多个地理区域 部分地在所述多个位置标识符上，其中所述多个地理区域中的每一个定义其中所述多个位置中的至少一个位于其中的物理区域，由所述计算设备选择所述多个地理区域的子集， 在移动计算设备的当前位置和每个地理区域内的相应参考点之间的相应距离上，并且由计算设备输出并显示多个地理区域的子集的指示。

公开(公告)号：US08831879B2

公开(公告)日：2014-09-09

申请号：US13952454

申请日：2013-07-26

Applicant: Google Inc.

Inventor： Tom Carl Stamm ,  Dale Kris Hawkins ,  James A. Guggemos ,  Tushar Udeshi ,  Pablo Bellver ,  Emil Praun ,  Guang Yang ,  Andrew Kirmse ,  Gokay Baris Gultekin ,  Bill Connor ,  Keir Banks Mierle

IPC: G01C21/00 ,  H04W4/02

CPC classification number: G01C21/00 ,  G01C21/3697 ,  G01S19/13 ,  G06Q10/109 ,  G06Q10/1095 ,  H04L67/26 ,  H04W4/023 ,  H04W4/029

Abstract: A computing system is described that obtains, based at least in part on information included in at least one previous communication associated with a user of a computing device, an indication of a future location and a future time and event information associated with the future location and the future time. The computing system obtains a duration of time for the user to travel from a current location of the computing device to the future location, and, based at least in part on the duration of time, obtains a departure time at which the user is predicted to need to depart from the current location in order to arrive at the future location by an arrival time based on the event. The computing system outputs, for transmission to the computing device, an indication associated with the event and including information indicative of the departure time.

Abstract translation: 描述了一种计算系统，其至少部分地基于包括在与计算设备的用户相关联的至少一个先前通信中的信息，获得与未来位置相关联的未来位置和未来时间和事件信息的指示，以及 未来的时间。 计算系统获得用户从计算设备的当前位置到未来位置的持续时间，并且至少部分地基于持续时间，获得用户被预测的出发时间 需要离开当前位置，以便根据事件到达时间到达未来的位置。 计算系统输出用于传输到计算设备的与事件相关联的指示并且包括指示出发时间的信息。

公开(公告)号：US08781735B2

公开(公告)日：2014-07-15

申请号：US13847341

申请日：2013-03-19

Applicant: Google Inc.

Inventor： Tushar Udeshi ,  Dale Hawkins ,  Tom Carl Stamm ,  Guang Yang

IPC: G01C21/26

CPC classification number: G01C21/367 ,  G01C21/26 ,  G01C21/30 ,  H04W4/023 ,  H04W4/029

Abstract: Example techniques and systems include generating cluster information to consolidate multiple locations. In one example, a method includes receiving, at a computing device, a plurality of location identifiers corresponding to a plurality of locations at which a mobile computing device was previously located, defining, by the computing device, a plurality of geographic regions based at least in part on the plurality of location identifiers, wherein each of the plurality of geographic regions defines a physical area in which at least one of the plurality of locations is located, selecting, by the computing device, a subset of the plurality of geographic regions based on respective distances between a current location of the mobile computing device and a respective reference point within each of the geographic regions, and outputting, by the computing device and for display, an indication of the subset of the plurality of geographic regions.

Abstract translation: 示例技术和系统包括生成集群信息以整合多个位置。 在一个示例中，一种方法包括在计算设备处接收与移动计算设备先前位于的多个位置相对应的多个位置标识符，由计算设备至少定义多个地理区域 部分地在所述多个位置标识符上，其中所述多个地理区域中的每一个定义其中所述多个位置中的至少一个位于其中的物理区域，由所述计算设备选择所述多个地理区域的子集， 在移动计算设备的当前位置和每个地理区域内的相应参考点之间的相应距离上，并且由计算设备输出并显示多个地理区域的子集的指示。

公开(公告)号：US20130344899A1

公开(公告)日：2013-12-26

申请号：US13952447

申请日：2013-07-26

Applicant: Google Inc.

Inventor： Tom Carl Stamm ,  Dale Kris Hawkins ,  James A. Guggemos ,  Tushar Udeshi ,  Pablo Bellver ,  Emil Praun ,  Guang Yang ,  Andrew Kirmse ,  Gokay Baris Gultekin ,  Bill Connor ,  Keir Banks Mierle

IPC: H04W4/02

CPC classification number: G01C21/00 ,  G01C21/3697 ,  G01S19/13 ,  G06Q10/109 ,  G06Q10/1095 ,  H04L67/26 ,  H04W4/023 ,  H04W4/029

Abstract: A computing system is described that obtains, based at least in part on information included in previous communication associated with a user of a computing device, an indication of a future location and a future time and further obtains information associated with an event which is associated with the future location and the future time. The computing system obtains a duration of time for the user to travel from a current location of the computing device to the future location, and further obtains, based at least in part on the duration of time, a departure time at which the user is predicted to need to depart from the current location in order to arrive at the future location by an arrival time that is determined based at least in part on the future time. The computing system outputs, for transmission to the computing device, an indication of the departure time.

Abstract translation: 描述了一种计算系统，其至少部分地基于与计算设备的用户相关联的先前通信中包含的信息，获取未来位置和未来时间的指示，并进一步获得与与 未来的位置和未来的时间。 计算系统获得用户从计算设备的当前位置到未来位置的持续时间，并且至少部分地基于持续时间获得用户预测的出发时间 需要离开当前位置以至少部分地基于未来时间确定的到达时间到达未来位置。 计算系统输出用于传输到计算设备的出发时间的指示。