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1. 发明授权

US09443007B2 Tools and techniques for extracting knowledge from unstructured data retrieved from personal data sources 有权
标题翻译：从个人数据源检索的非结构化数据中提取知识的工具和技术
公开(公告)号：US09443007B2
公开(公告)日：2016-09-13
申请号：US13287983
申请日：2011-11-02
申请人： Thierry Donneau-Golencer , Rajan Singh , Madhu Yarlagadda , Corey Hulen , Kenneth C. Nitz , William Scott Mark
发明人： Thierry Donneau-Golencer , Rajan Singh , Madhu Yarlagadda , Corey Hulen , Kenneth C. Nitz , William Scott Mark
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30312 , G06F17/3043 , G06F17/30654 , G06F17/30702
摘要： A system may include multiple personal data sources and a machine-implemented data extractor and correlator configured to retrieve personal data from at least one of the personal data sources. The data extractor and correlator may extract information from unstructured data within the retrieved personal data and correlate the extracted information with previously stored structured data to generate additional structured data. The system may also include a storage device configured to store the previously stored structured data and the additional structured data. A natural language query module may be configured to receive a natural language query from a user and provide a response to the natural language query based at least in part on one or both of the previously stored structured data and the additional structured data.
摘要翻译：系统可以包括多个个人数据源和被配置为从至少一个个人数据源检索个人数据的机器实现的数据提取器和相关器。数据提取器和相关器可以从检索到的个人数据中的非结构化数据中提取信息，并将提取的信息与先前存储的结构化数据相关联以产生附加的结构化数据。系统还可以包括被配置为存储先前存储的结构化数据和附加结构化数据的存储设备。自然语言查询模块可以被配置为从用户接收自然语言查询，并且至少部分地基于先前存储的结构化数据和附加结构化数据中的一个或两个来向自然语言查询提供响应。

2. 发明申请

US20130066921A1 ADAPTIVE ONTOLOGY 有权
标题翻译：自适应本体论
公开(公告)号：US20130066921A1
公开(公告)日：2013-03-14
申请号：US13229591
申请日：2011-09-09
申请人： William Scott Mark , Thierry Donneau-Golencer , Madhu Yarlagadda
发明人： William Scott Mark , Thierry Donneau-Golencer , Madhu Yarlagadda
IPC分类号： G06F17/30
CPC分类号： G06F17/30734
摘要： A computing system has a user interface allowing a user to view and input data related to concepts in a knowledge area associated with the user, an observation sub-system to centralize data and to identify a plurality of knowledge concepts, a conceptualization sub-system to generate a plurality of nodes within an ontological mapping, wherein each of the nodes corresponds to a certain one of the plurality of identified knowledge concepts identified by the observation sub-system, a relationship identification sub-system to create relationships between at least some of the plurality of identified knowledge concepts, and attribute affinity weights to the relationships, a change refinement sub-system to modify at least one of the plurality of nodes, affinity weights and relationships based upon information associated with the user, and a non-transitory knowledge store to store the information associated with the user pertaining to a sub-plurality of the plurality of identified knowledge concepts.
摘要翻译：计算系统具有允许用户查看和输入与与用户相关联的知识区域中的概念的数据的用户界面，用于集中数据并识别多个知识概念的观察子系统，以及识别多个知识概念，概念化子系统在本体映射中生成多个节点，其中每个节点对应于由观察子系统识别的多个识别的知识概念中的某一个，关系识别子系统以在至少一些多个识别的知识概念和对关系的属性关联权重，改变细化子系统以修改多个节点中的至少一个节点，基于与用户相关联的信息的关联权重和关系，以及非暂时性知识存储存储与所述用户有关的与所述多个识别知识con中的多个子集有关的信息小心点

3. 发明申请

US20130110842A1 TOOLS AND TECHNIQUES FOR EXTRACTING KNOWLEDGE FROM UNSTRUCTURED DATA RETRIEVED FROM PERSONAL DATA SOURCES 有权
标题翻译：从个人资料来源提取的非结构数据中提取知识的工具和技术
公开(公告)号：US20130110842A1
公开(公告)日：2013-05-02
申请号：US13287983
申请日：2011-11-02
申请人： Thierry Donneau-Golencer , Rajan Singh , Madhu Yarlagadda , Corey Hulen , Kenneth C. Nitz , William Scott Mark
发明人： Thierry Donneau-Golencer , Rajan Singh , Madhu Yarlagadda , Corey Hulen , Kenneth C. Nitz , William Scott Mark
IPC分类号： G06F17/30
CPC分类号： G06F17/30312 , G06F17/3043 , G06F17/30654 , G06F17/30702
摘要： A system may include multiple personal data sources and a machine-implemented data extractor and correlator configured to retrieve personal data from at least one of the personal data sources. The data extractor and correlator may extract information from unstructured data within the retrieved personal data and correlate the extracted information with previously stored structured data to generate additional structured data. The system may also include a storage device configured to store the previously stored structured data and the additional structured data. A natural language query module may be configured to receive a natural language query from a user and provide a response to the natural language query based at least in part on one or both of the previously stored structured data and the additional structured data.
摘要翻译：系统可以包括多个个人数据源和被配置为从至少一个个人数据源检索个人数据的机器实现的数据提取器和相关器。数据提取器和相关器可以从检索到的个人数据中的非结构化数据中提取信息，并将提取的信息与先前存储的结构化数据相关联以产生附加的结构化数据。系统还可以包括被配置为存储先前存储的结构化数据和附加结构化数据的存储设备。自然语言查询模块可以被配置为从用户接收自然语言查询，并且至少部分地基于先前存储的结构化数据和附加结构化数据中的一个或两个来向自然语言查询提供响应。

4. 发明授权

US08918431B2 Adaptive ontology 有权
标题翻译：自适应本体论
公开(公告)号：US08918431B2
公开(公告)日：2014-12-23
申请号：US13229591
申请日：2011-09-09
申请人： William Scott Mark , Thierry Donneau-Golencer , Madhu Yarlagadda
发明人： William Scott Mark , Thierry Donneau-Golencer , Madhu Yarlagadda
IPC分类号： G06F17/30
CPC分类号： G06F17/30734
摘要： A computing system has a user interface allowing a user to view and input data related to concepts in a knowledge area associated with the user, an observation sub-system to centralize data and to identify a plurality of knowledge concepts, a conceptualization sub-system to generate a plurality of nodes within an ontological mapping, wherein each of the nodes corresponds to a certain one of the plurality of identified knowledge concepts identified by the observation sub-system, a relationship identification sub-system to create relationships between at least some of the plurality of identified knowledge concepts, and attribute affinity weights to the relationships, a change refinement sub-system to modify at least one of the plurality of nodes, affinity weights and relationships based upon information associated with the user, and a non-transitory knowledge store to store the information associated with the user pertaining to a sub-plurality of the plurality of identified knowledge concepts.
摘要翻译：计算系统具有允许用户查看和输入与与用户相关联的知识区域中的概念的数据的用户界面，用于集中数据并识别多个知识概念的观察子系统，以及识别多个知识概念，概念化子系统在本体映射中生成多个节点，其中每个节点对应于由观察子系统识别的多个识别的知识概念中的某一个，关系识别子系统以在至少一些多个识别的知识概念和对关系的属性关联权重，改变细化子系统以修改多个节点中的至少一个节点，基于与用户相关联的信息的关联权重和关系，以及非暂时性知识存储存储与所述用户有关的与所述多个识别知识con中的多个子集有关的信息小心点

5. 发明申请

US20130185336A1 SYSTEM AND METHOD FOR SUPPORTING NATURAL LANGUAGE QUERIES AND REQUESTS AGAINST A USER'S PERSONAL DATA CLOUD 有权
标题翻译：用于支持用户个人数据云的自然语言查询和请求的系统和方法
公开(公告)号：US20130185336A1
公开(公告)日：2013-07-18
申请号：US13353237
申请日：2012-01-18
申请人： Rajan Singh , Thierry Donneau-Golencer , Corey Hulen , William Scott Mark
发明人： Rajan Singh , Thierry Donneau-Golencer , Corey Hulen , William Scott Mark
IPC分类号： G06F17/30
CPC分类号： G06F17/30684 , G06F17/2785 , G06F17/3043 , G06F17/30654 , G06F17/30696 , G06F17/30702
摘要： A machine-implemented method for supporting a natural language user request against a user's personal data cloud can include a machine receiving the natural language user request from the user, determining a semantic interpretation of the natural language user request, querying a semantically-indexed, integrated knowledge store based on the semantic interpretation, and responding to the natural language user request by displaying results of the querying, wherein the results correspond to an item within the user's personal data cloud.
摘要翻译：用于支持针对用户的个人数据云的自然语言用户请求的机器实现的方法可以包括接收来自用户的自然语言用户请求的机器，确定对自然语言用户请求的语义解释，查询语义索引的集成基于语义解释的知识存储，以及通过显示查询的结果来响应自然语言用户请求，其中结果对应于用户个人数据云内的项目。

6. 发明申请

US20140258339A9 SYSTEM AND METHOD FOR SUPPORTING NATURAL LANGUAGE QUERIES AND REQUESTS AGAINST A USER'S PERSONAL DATA CLOUD 有权
标题翻译：用于支持用户个人数据云的自然语言查询和请求的系统和方法
公开(公告)号：US20140258339A9
公开(公告)日：2014-09-11
申请号：US13353237
申请日：2012-01-18
申请人： Rajan Singh , Thierry Donneau-Golencer , Corey Hulen , William Scott Mark
发明人： Rajan Singh , Thierry Donneau-Golencer , Corey Hulen , William Scott Mark
IPC分类号： G06F17/30
CPC分类号： G06F17/30684 , G06F17/2785 , G06F17/3043 , G06F17/30654 , G06F17/30696 , G06F17/30702
摘要： A machine-implemented method for supporting a natural language user request against a user's personal data cloud can include a machine receiving the natural language user request from the user, determining a semantic interpretation of the natural language user request, querying a semantically-indexed, integrated knowledge store based on the semantic interpretation, and responding to the natural language user request by displaying results of the querying, wherein the results correspond to an item within the user's personal data cloud.
摘要翻译：用于支持针对用户的个人数据云的自然语言用户请求的机器实现的方法可以包括接收来自用户的自然语言用户请求的机器，确定对自然语言用户请求的语义解释，查询语义索引的集成基于语义解释的知识存储，以及通过显示查询的结果来响应自然语言用户请求，其中结果对应于用户个人数据云内的项目。

7. 发明授权

US09471666B2 System and method for supporting natural language queries and requests against a user's personal data cloud 有权
标题翻译：支持自然语言查询和针对用户个人数据云的请求的系统和方法
公开(公告)号：US09471666B2
公开(公告)日：2016-10-18
申请号：US13353237
申请日：2012-01-18
申请人： Rajan Singh , Thierry Donneau-Golencer , Corey Hulen , William Scott Mark
发明人： Rajan Singh , Thierry Donneau-Golencer , Corey Hulen , William Scott Mark
IPC分类号： G06F7/00 , G06F17/00 , G06F17/30
CPC分类号： G06F17/30684 , G06F17/2785 , G06F17/3043 , G06F17/30654 , G06F17/30696 , G06F17/30702
摘要： A machine-implemented method for supporting a natural language user request against a user's personal data cloud can include a machine receiving the natural language user request from the user, determining a semantic interpretation of the natural language user request, querying a semantically-indexed, integrated knowledge store based on the semantic interpretation, and responding to the natural language user request by displaying results of the querying, wherein the results correspond to an item within the user's personal data cloud.
摘要翻译：用于支持针对用户的个人数据云的自然语言用户请求的机器实现的方法可以包括接收来自用户的自然语言用户请求的机器，确定对自然语言用户请求的语义解释，查询语义索引的集成基于语义解释的知识存储，以及通过显示查询的结果来响应自然语言用户请求，其中结果对应于用户个人数据云内的项目。

8. 发明授权

US09443226B2 Electronic assistant for making predictions based on user messages 有权
标题翻译：基于用户信息进行预测的电子助理
公开(公告)号：US09443226B2
公开(公告)日：2016-09-13
申请号：US12538475
申请日：2009-08-10
申请人： Pauline M. Berry , Adam Cheyer , Melinda Gervasio , Thierry Donneau-Golencer , Stephen Hardt , Kenneth Nitz , Bart Peintner , Leslie Pound , Neil Yorke-Smith
发明人： Pauline M. Berry , Adam Cheyer , Melinda Gervasio , Thierry Donneau-Golencer , Stephen Hardt , Kenneth Nitz , Bart Peintner , Leslie Pound , Neil Yorke-Smith
IPC分类号： G06F17/30 , G06Q10/10
CPC分类号： G06Q10/107 , G06F17/30908
摘要： The present invention relates to an electronic assistant. In one embodiment, a system for processing data on a computing device includes at least one extractor for extracting data from an email to produce extracted data, a user model for generating a high-level model of an email environment on the computing device, based on the extracted data, and at least one predictor for generating a prediction related to the email, based on the extracted data and on the high-level model. In another embodiment, a system for scheduling an event includes an extractor for extracting constraints from a request for the event, a user model for receiving and storing scheduling preferences from a user, and a predictor coupled to the extractor and to the user model, for generating a candidate schedule for the event in accordance with the constraints and the scheduling preferences.
摘要翻译：本发明涉及电子助理。在一个实施例中，用于在计算设备上处理数据的系统包括至少一个提取器，用于从电子邮件中提取数据以产生提取的数据;用户模型，用于在计算设备上生成电子邮件环境的高级模型，基于提取的数据，以及至少一个预测器，用于基于提取的数据和高级模型生成与电子邮件相关的预测。在另一个实施例中，用于调度事件的系统包括用于从对该事件的请求中提取约束的提取器，用于从用户接收和存储调度偏好的用户模型以及耦合到提取器和用户模型的预测器，用于根据约束和调度偏好生成事件的候选时间表。

9. 发明申请

US20160188578A9 METHOD AND APPARATUS FOR ASSEMBLING A SET OF DOCUMENTS RELATED TO A TRIGGERING ITEM 有权
标题翻译：用于组装与触发项目相关的一组文件的方法和装置
公开(公告)号：US20160188578A9
公开(公告)日：2016-06-30
申请号：US13182245
申请日：2011-07-13
申请人： KENNETH NITZ , David Dunkley , Thierry Donneau-Golencer , Adam Cheyer , Leslie Pound , Stephen L. Hardt
发明人： KENNETH NITZ , David Dunkley , Thierry Donneau-Golencer , Adam Cheyer , Leslie Pound , Stephen L. Hardt
IPC分类号： G06F17/30 , G06K9/62 , G06K9/00
CPC分类号： G06F17/30011 , G06F17/2785 , G06F17/30696 , G06F17/30699 , G06F17/30705 , G06F17/30864 , G06F17/30867 , G06K9/00483 , G06K9/6202 , G06Q10/10 , H04L67/22
摘要： The present invention relates to a method and apparatus for assembling a set of documents related to a triggering item. One embodiment of a method for assembling a set of electronic documents related to an electronic triggering item detected by a computing device being operated by a user includes automatically extracting by the computing device a set of features from the triggering item, without receiving a request by the user to assemble the set of electronic documents, and assembling as the set of electronic documents a plurality of documents that is relevant to the set of features, wherein the plurality of documents is retrieved from a plurality of different types of electronic sources.
摘要翻译：本发明涉及一种用于组合与触发项目相关的一组文档的方法和装置。用于组合与由用户操作的计算设备检测到的电子触发项目有关的一组电子文档的方法的一个实施例包括由计算设备自动地从触发项目提取一组特征，而不接收由该触发项的请求用户组合所述电子文档集合，以及将所述电子文档集合为与所述一组特征相关的多个文档，其中，从多个不同类型的电子源检索所述多个文档。

10. 发明申请

US20100179961A1 ELECTRONIC ASSISTANT 有权
标题翻译：电子助理
公开(公告)号：US20100179961A1
公开(公告)日：2010-07-15
申请号：US12538475
申请日：2009-08-10
申请人： Pauline M Berry , Adam Cheyer , Melinda Gervasio , Thierry Donneau-Golencer , Stephen Hardt , Kenneth Nitz , Bart Peintner , Leslie Pound , Neil Yorke-Smith
发明人： Pauline M Berry , Adam Cheyer , Melinda Gervasio , Thierry Donneau-Golencer , Stephen Hardt , Kenneth Nitz , Bart Peintner , Leslie Pound , Neil Yorke-Smith
IPC分类号： G06F15/16 , G06N5/02 , G06F17/30
CPC分类号： G06Q10/107 , G06F17/30908
摘要： The present invention relates to an electronic assistant. In one embodiment, a system for processing data on a computing device includes at least one extractor for extracting data from an email to produce extracted data, a user model for generating a high-level model of an email environment on the computing device, based on the extracted data, and at least one predictor for generating a prediction related to the email, based on the extracted data and on the high-level model. In another embodiment, a system for scheduling an event includes an extractor for extracting constraints from a request for the event, a user model for receiving and storing scheduling preferences from a user, and a predictor coupled to the extractor and to the user model, for generating a candidate schedule for the event in accordance with the constraints and the scheduling preferences.
摘要翻译：本发明涉及电子助理。在一个实施例中，用于在计算设备上处理数据的系统包括至少一个提取器，用于从电子邮件中提取数据以产生提取的数据;用户模型，用于在计算设备上生成电子邮件环境的高级模型，基于提取的数据，以及至少一个预测器，用于基于提取的数据和高级模型生成与该电子邮件相关的预测。在另一个实施例中，用于调度事件的系统包括用于从对该事件的请求中提取约束的提取器，用于从用户接收和存储调度偏好的用户模型以及耦合到提取器和用户模型的预测器，用于根据约束和调度偏好生成事件的候选时间表。

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