公开(公告)号：US09986375B2

公开(公告)日：2018-05-29

申请号：US14179209

申请日：2014-02-12

Applicant: Google Inc.

Inventor： Salvatore Scellato ,  Matthew Nicholas Stuttle ,  Chandrasekhar Thota

IPC: H04W4/021 ,  G01S5/02 ,  H04W4/02

CPC classification number: H04W4/021 ,  G01S5/0221 ,  G01S5/0252 ,  Y02D70/142 ,  Y02D70/144 ,  Y02D70/164 ,  Y02D70/166

Abstract: A location management system identifies points of interest that may be of interest to one or more users. The location management system defines a geofence boundary encompassing a particular point of interest. When the location management system determines that the user device is inside the geofence boundary—but not, for example, when the location management system determines that the user determines that the user device is outside the geofence boundary—the location management system instructs the user device to determine wireless signals available to the user device. The location management system then receives wireless signal data from the user device for available wireless signals. By matching the received wireless signal data to known wireless signals available at the identified points of interest, the location management system determines that the user device (and hence the user) is at the point of interest.

公开(公告)号：US20170116211A1

公开(公告)日：2017-04-27

申请号：US15402023

申请日：2017-01-09

Applicant: GOOGLE INC.

Inventor： Matthew Nicholas Stuttle ,  Sebastian Dörner ,  Alexandra Gherghina

IPC: G06F17/30

CPC classification number: G06F16/90324 ,  G06F16/24578 ,  G06F16/248 ,  G06F16/285 ,  G06Q30/0259 ,  G06Q30/0261 ,  G06Q30/0267 ,  G06Q30/0269 ,  G06Q50/01

Abstract: A group recommendation provides end users in a social group a set of recommended destinations based on the combined personal preferences of the members of the social group. Members of a social group are identified using a combination of location based signals and social graph information in response to receiving a recommendation request. The group recommendation may be determined by combining the personal preferences associated with each member of the group into a master preference profile. Alternatively, the group recommendation may be determined by first calculating an individual recommendation list for each member of the social group and then calculating a composite score for each recommendation on the individual recommendation lists.

公开(公告)号：US09558242B2

公开(公告)日：2017-01-31

申请号：US14054708

申请日：2013-10-15

Applicant: GOOGLE INC.

Inventor： Matthew Nicholas Stuttle ,  Sebastian Dörner ,  Alexandra Gherghina

IPC: G06F17/30

CPC classification number: G06F17/3097 ,  G06F17/3053 ,  G06F17/30554 ,  G06F17/30598 ,  G06Q30/0259 ,  G06Q30/0261 ,  G06Q30/0267 ,  G06Q30/0269 ,  G06Q50/01

Abstract: A group recommendation provides end users in a social group a set of recommended destinations based on the combined personal preferences of the members of the social group. Members of a social group are identified using a combination of location based signals and social graph information in response to receiving a recommendation request. The group recommendation may be determined by combining the personal preferences associated with each member of the group into a master preference profile. Alternatively, the group recommendation may be determined by first calculating an individual recommendation list for each member of the social group and then calculating a composite score for each recommendation on the individual recommendation lists.

Abstract translation: 小组建议根据社会团体成员的个人喜好，向社会团体中的最终用户提供一组推荐的目的地。 响应于接收到推荐请求，使用基于位置的信号和社交图形信息的组合来识别社会群体的成员。 可以通过将与组中的每个成员相关联的个人偏好组合成主偏好配置文件来确定组建议。 或者，可以通过首先为社会群体的每个成员计算个人推荐列表，然后针对各个推荐列表上的每个推荐计算综合得分来确定群组推荐。

公开(公告)号：US09367589B1

公开(公告)日：2016-06-14

申请号：US14080772

申请日：2013-11-14

Applicant: GOOGLE INC.

Inventor： Joanna Franciszka Swietlicka ,  Matthew Nicholas Stuttle ,  Sebastian Dörner ,  Alexandra Gherghina ,  Hassan Mansoor ,  Christian Brunschen ,  Richard Michael Farrell ,  Evelyn Kim ,  Samreen Dhillon ,  Federico Asara ,  Tyrone Nicholas

IPC: G06F17/30

CPC classification number: G06F17/30386 ,  G06F17/30241

Abstract: A system and method for providing destination recommendations to a user based on mining of a location history. The location history provides information on locations visited by users of the system over time. The system mines the location history to identify location pairs. Each location pair comprises an originating location visited by a user and a next location that was visited by the user within a defined time threshold of visiting the originating location. The system aggregates location pairs by common originating location. The system then takes into account the current location of a requesting user. The system uses the current location information to identify a corresponding originating location in a location history index. The system provides recommendations based at least in part on how frequently certain next locations were visited after visiting the originating location.

Abstract translation: 一种用于基于挖掘位置历史向用户提供目的地建议的系统和方法。 位置历史记录提供了系统用户随时间访问的位置的信息。 系统挖掘位置历史以识别位置对。 每个位置对包括用户访问的始发位置和在访问发起位置的定义的时间阈值内被用户访问的下一个位置。 系统通过公共始发位置聚合位置对。 然后系统考虑到请求用户的当前位置。 系统使用当前位置信息来识别位置历史索引中的对应始发位置。 该系统至少部分地提供了在访问原始位置之后访问某些下一个位置的频率的建议。

公开(公告)号：US20150106366A1

公开(公告)日：2015-04-16

申请号：US14054708

申请日：2013-10-15

Applicant: GOOGLE INC.

Inventor： Matthew Nicholas Stuttle ,  Sebastian Dörner ,  Alexandra Gherghina

IPC: G06F17/30

CPC classification number: G06F17/3097 ,  G06F17/3053 ,  G06F17/30554 ,  G06F17/30598 ,  G06Q30/0259 ,  G06Q30/0261 ,  G06Q30/0267 ,  G06Q30/0269 ,  G06Q50/01

Abstract: A group recommendation provides end users in a social group a set of recommended destinations based on the combined personal preferences of the members of the social group. Members of a social group are identified using a combination of location based signals and social graph information in response to receiving a recommendation request. The group recommendation may be determined by combining the personal preferences associated with each member of the group into a master preference profile. Alternatively, the group recommendation may be determined by first calculating an individual recommendation list for each member of the social group and then calculating a composite score for each recommendation on the individual recommendation lists.

Abstract translation: 小组建议根据社会团体成员的个人喜好，向社会团体中的最终用户提供一组推荐的目的地。 响应于接收到推荐请求，使用基于位置的信号和社交图形信息的组合来识别社会群体的成员。 可以通过将与组中的每个成员相关联的个人偏好组合成主偏好配置文件来确定组建议。 或者，可以通过首先为社会群体的每个成员计算个人推荐列表，然后针对各个推荐列表计算每个推荐的综合得分来确定群组推荐。

公开(公告)号：US20140171133A1

公开(公告)日：2014-06-19

申请号：US13717888

申请日：2012-12-18

Applicant: Google Inc.

Inventor： Matthew Nicholas Stuttle ,  Robert William Hamilton

IPC: H04W4/14

CPC classification number: H04W4/14 ,  G06F16/90332 ,  G06F16/9537

Abstract: In accordance with an example embodiment of the disclosure, a non-transitory, machine-readable storage medium may have stored thereon a computer program having at least one code section. The at least one code section may be executable by a first electronic processing device for causing the first electronic processing device to execute context pertinent responses based on at least one status query electronically communicated to the first electronic processing device from a second electronic processing device. The at least one code section may control the first device to perform examining the query to determine a pertinent context. A query processing device may be queried via the first device. Responsive to the querying, context pertinent information may be received based on at least one database of stored context pertinent information. A context pertinent response may be executed based on the obtained context pertinent information.

Abstract translation: 根据本公开的示例性实施例，非暂时的机器可读存储介质可以在其上存储具有至少一个代码段的计算机程序。 所述至少一个代码段可以由第一电子处理设备执行，用于使第一电子处理设备基于从第二电子处理设备电子地传送到第一电子处理设备的至少一个状态查询来执行上下文相关响应。 所述至少一个代码部分可以控制第一设备来执行检查查询以确定相关上下文。 查询处理设备可以经由第一设备查询。 响应于查询，可以基于存储的上下文相关信息的至少一个数据库来接收上下文相关信息。 可以基于获得的上下文相关信息来执行上下文相关响应。

公开(公告)号：US20190050893A1

公开(公告)日：2019-02-14

申请号：US14181167

申请日：2014-02-14

Applicant: Google Inc.

Inventor： Matthew Nicholas Stuttle ,  Chandrasekhar Thota

IPC: G06Q30/02

Abstract: The user enters a merchant location with a user device. An account management system logs an action of the user device at the merchant location. The account management system transmits a location-based offer to the user device. The user device receives the location-based offer and the user selects the location-based offer on the user device. The user desires to make a purchase from the merchant system and accesses the merchant website. The user initiates a transaction with the merchant via the merchant website. The account management system logs the user purchase activity and notes a conversion. For example, a conversion occurs when a user receives a location-based offer and then later purchases online a product or service from a merchant or manufacturer associated with the offer. The merchant system processes the transaction and the account management system logs the conversion of the offer.

公开(公告)号：US20150237463A1

公开(公告)日：2015-08-20

申请号：US14181018

申请日：2014-02-14

Applicant: Google Inc.

Inventor： Matthew Nicholas Stuttle ,  Salvatore Scellato

IPC: H04W4/02

CPC classification number: H04W4/029 ,  G01S5/0252 ,  G01S5/14 ,  G01S11/06 ,  G06Q30/0207 ,  H04L67/12 ,  H04W4/021 ,  H04W4/023 ,  H04W4/33 ,  H04W4/80

Abstract: Determining a store topography and/or a user's location within the topography comprises beacon responses received by a user device. A merchant places beacons at various unknown locations in the store. A user enables an application on the user device that allows the device to transmit probing requests to the beacons and transmit data received in response to the requests to a detection system. The detection system receives the beacon responses from the user device, and using a predictive or trained classifier model, predicts the topography based on the information received. The determined topography may be used to provide information to the user when the user is located in a particular determined location in the topography.

Abstract translation: 在地形内确定商店地形和/或用户的位置包括由用户设备接收的信标响应。 商家在商店的各个未知位置放置信标。 用户启用用户设备上的允许设备向探测信号发送探测请求并将响应于该请求而接收的数据发送到检测系统的应用。 检测系统从用户设备接收信标响应，并且使用预测或训练分类器模型，基于所接收的信息预测地形。 当用户位于地形中的特定确定位置时，所确定的地形可以用于向用户提供信息。

公开(公告)号：US20150234804A1

公开(公告)日：2015-08-20

申请号：US14468468

申请日：2014-08-26

Applicant: GOOGLE INC.

Inventor： Matthew Nicholas Stuttle ,  Alexander Gutkin

IPC: G06F17/27 ,  G06N99/00 ,  G06N7/00

CPC classification number: G06F17/273 ,  G06N7/005 ,  G06N20/00

Abstract: Content processing includes receiving a set of a correctly spelled alert words and at least one spelling variant corresponding to each correctly spelled alert word; determining at least one alignment of joint multigrams for each correctly spelled alert word/corresponding spelling variant pair; training a model of correspondence between the set of received orthographic alert words and corresponding spelling variants using the determined alignments; and receiving a spelling variant observation from a content block. Using the trained model, the technology determines a probability that the received spelling variant observation corresponds to a received correctly spelled alert word. For a determined probability exceeding a configured threshold, the technology denies automatic acceptance of the content block.

Abstract translation: 内容处理包括接收一组正确拼写的警报词和对应于每个正确拼写的警报词的至少一个拼写变体; 确定每个正确拼写的警报词/对应的拼写变体对的联合多格式的至少一个对齐; 使用所确定的比对来训练所接收的正字警告词和相应拼写变体的集合之间的对应关系模型; 并从内容块接收拼写变体观察。 使用经过训练的模型，该技术确定接收到的拼写变体观察对应于接收到的正确拼写警报词的概率。 对于超过配置阈值的确定概率，该技术拒绝内容块的自动接受。

公开(公告)号：US20150230053A1

公开(公告)日：2015-08-13

申请号：US14179209

申请日：2014-02-12

Applicant: Google Inc.

Inventor： Salvatore Scellato ,  Matthew Nicholas Stuttle ,  Chandrasekhar Thota

IPC: H04W4/02

CPC classification number: H04W4/021 ,  G01S5/0221 ,  G01S5/0252 ,  Y02D70/142 ,  Y02D70/144 ,  Y02D70/164 ,  Y02D70/166

Abstract: A location management system identifies points of interest that may be of interest to one or more users. The location management system defines a geofence boundary encompassing a particular point of interest. When the location management system determines that the user device is inside the geofence boundary—but not, for example, when the location management system determines that the user determines that the user device is outside the geofence boundary—the location management system instructs the user device to determine wireless signals available to the user device. The location management system then receives wireless signal data from the user device for available wireless signals. By matching the received wireless signal data to known wireless signals available at the identified points of interest, the location management system determines that the user device (and hence the user) is at the point of interest.

Abstract translation: 位置管理系统识别一个或多个用户可能感兴趣的兴趣点。 位置管理系统定义了包含特定兴趣点的地理围栏边界。 当位置管理系统确定用户设备在地理围栏边界内时，但不是例如当位置管理系统确定用户确定用户设备在地理围栏边界之外时，位置管理系统指示用户设备 以确定用户设备可用的无线信号。 然后，位置管理系统从用户设备接收可用无线信号的无线信号数据。 通过将接收到的无线信号数据与所识别的感兴趣点可用的已知无线信号进行匹配，位置管理系统确定用户设备（并且因此用户）处于感兴趣点。