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1. 发明授权

US08566261B2 Interactive recommendations 有权
标题翻译：互动推荐
公开(公告)号：US08566261B2
公开(公告)日：2013-10-22
申请号：US12971914
申请日：2010-12-17
申请人： Vijay Mital , R. Donald Thompson, III , Robert Povey , Gary Shon Katzenberger
发明人： Vijay Mital , R. Donald Thompson, III , Robert Povey , Gary Shon Katzenberger
IPC分类号： G06F15/18
CPC分类号： G06F17/30867 , G06Q30/0201 , G06Q30/0631 , G06Q50/01
摘要： An interactive recommendation system generates one or more recommendations (e.g., recommended products, travel destinations, etc.) for a user based on a recommendation model. The recommendation model includes one or more criteria that are used to analyze a datastore of user characteristics (e.g., a user's age, location, past online behavior, etc.) and generate one or more recommendations based thereon. The interactive recommendation system further presents a user interface that allows the user to interactively modify the criteria of the recommendation model and to apply the modified recommendation model to the datastore in order to generate one or more modified recommendations. In this manner, for example, the user can customize the recommendations he or she receives by interacting with the recommendation system to modify the recommendation model used to generate such recommendations.
摘要翻译：交互式推荐系统基于推荐模型生成针对用户的一个或多个建议（例如，推荐产品，旅行目的地等）。推荐模型包括用于分析用户特征的数据存储（例如，用户的年龄，位置，过去的在线行为等）的一个或多个标准，并基于此产生一个或多个建议。交互式推荐系统进一步呈现用户界面，其允许用户交互地修改推荐模型的标准并且将修改的推荐模型应用于数据存储区以便生成一个或多个修改的建议。以这种方式，例如，用户可以通过与推荐系统交互来定制他或她所接收的建议，以修改用于产生这样的建议的推荐模型。

2. 发明申请

US20120158622A1 INTERACTIVE RECOMMENDATIONS 有权
标题翻译：交互式建议
公开(公告)号：US20120158622A1
公开(公告)日：2012-06-21
申请号：US12971914
申请日：2010-12-17
申请人： Vijay Mital , R. Donald Thompson, III , Robert Povey , Gary Shon Katzenberger
发明人： Vijay Mital , R. Donald Thompson, III , Robert Povey , Gary Shon Katzenberger
IPC分类号： G06F15/18
CPC分类号： G06F17/30867 , G06Q30/0201 , G06Q30/0631 , G06Q50/01
摘要： An interactive recommendation system generates one or more recommendations (e.g., recommended products, travel destinations, etc.) for a user based on a recommendation model. The recommendation model includes one or more criteria that are used to analyze a datastore of user characteristics (e.g., a user's age, location, past online behavior, etc.) and generate one or more recommendations based thereon. The interactive recommendation system further presents a user interface that allows the user to interactively modify the criteria of the recommendation model and to apply the modified recommendation model to the datastore in order to generate one or more modified recommendations. In this manner, for example, the user can customize the recommendations he or she receives by interacting with the recommendation system to modify the recommendation model used to generate such recommendations.
摘要翻译：交互式推荐系统基于推荐模型生成针对用户的一个或多个建议（例如，推荐产品，旅行目的地等）。推荐模型包括用于分析用户特征的数据存储（例如，用户的年龄，位置，过去的在线行为等）的一个或多个标准，并基于此产生一个或多个建议。交互式推荐系统进一步呈现用户界面，其允许用户交互地修改推荐模型的标准并且将修改的推荐模型应用于数据存储区以便生成一个或多个修改的建议。以这种方式，例如，用户可以通过与推荐系统交互来定制他或她所接收的建议，以修改用于产生这样的建议的推荐模型。

3. 发明授权

US09336184B2 Representation of an interactive document as a graph of entities 有权
标题翻译：将交互式文档表示为实体图
公开(公告)号：US09336184B2
公开(公告)日：2016-05-10
申请号：US12972205
申请日：2010-12-17
申请人： Vijay Mital , Darryl Ellis Rubin , David G. Green , Suraj T. Poozhiyil , Gary Shon Katzenberger , Olivier Colle , Brian C. Beckman , Krasimir A. Aleksandrov , Andrew D. Reddish
发明人： Vijay Mital , Darryl Ellis Rubin , David G. Green , Suraj T. Poozhiyil , Gary Shon Katzenberger , Olivier Colle , Brian C. Beckman , Krasimir A. Aleksandrov , Andrew D. Reddish
IPC分类号： G06F17/00 , G06F17/21 , G06F17/24
CPC分类号： G06F17/21 , G06F17/246
摘要： Techniques for representing and publishing an interactive document useful for analyzing data. The document may be represented as a directed acyclic graph of entities interconnected by edges. The entities may be of multiple types. Yet, a broad range of interactive documents may be represented by a limited number of types of entities and the capabilities to interconnect entities of different types and to share a data schema across entities of different types. A tool may enable a user to author such documents. The tool may also facilitate publishing of the document. For publishing, the document may be converted to an executable form. Prior to such a conversion, the graph may be modified for more efficient processing. The graph may also be partitioned such that portions of the graph, when distributed across tiers of a computing system, such as a cloud-based platform, execute on computing devices that provide efficient operation.
摘要翻译：用于表示和发布用于分析数据的交互式文档的技术。文档可以被表示为通过边缘互连的实体的有向非循环图。实体可以是多种类型。然而，广泛的交互式文档可以由有限数量的实体类型表示，并且能够互连不同类型的实体并且跨越不同类型的实体共享数据模式。一个工具可以使用户能够提供这样的文档。该工具还可以促进文档的发布。对于发布，文档可能会转换为可执行形式。在进行这种转换之前，可以修改图表以进行更有效的处理。该图也可以被分区，使得当分布在诸如基于云的平台的计算系统的层上时，图的部分在提供有效操作的计算设备上执行。

4. 发明申请

US20120159312A1 REPRESENTATION OF AN INTERACTIVE DOCUMENT AS A GRAPH OF ENTITIES 有权
公开(公告)号：US20120159312A1
公开(公告)日：2012-06-21
申请号：US12972205
申请日：2010-12-17
申请人： Vijay Mital , Darryl Ellis Rubin , David G. Green , Suraj T. Poozhiyil , Gary Shon Katzenberger , Olivier Colle , Brian C. Beckman , Krasimir A. Aleksandrov , Andrew D. Reddish
发明人： Vijay Mital , Darryl Ellis Rubin , David G. Green , Suraj T. Poozhiyil , Gary Shon Katzenberger , Olivier Colle , Brian C. Beckman , Krasimir A. Aleksandrov , Andrew D. Reddish
IPC分类号： G06F17/00
CPC分类号： G06F17/21 , G06F17/246
摘要： Techniques for representing and publishing an interactive document useful for analyzing data. The document may be represented as a directed acyclic graph of entities interconnected by edges. The entities may be of multiple types. Yet, a broad range of interactive documents may be represented by a limited number of types of entities and the capabilities to interconnect entities of different types and to share a data schema across entities of different types. A tool may enable a user to author such documents. The tool may also facilitate publishing of the document. For publishing, the document may be converted to an executable form. Prior to such a conversion, the graph may be modified for more efficient processing. The graph may also be partitioned such that portions of the graph, when distributed across tiers of a computing system, such as a cloud-based platform, execute on computing devices that provide efficient operation.

5. 发明授权

US09110957B2 Data mining in a business intelligence document 有权
标题翻译：商业智能文件中的数据挖掘
公开(公告)号：US09110957B2
公开(公告)日：2015-08-18
申请号：US12971638
申请日：2010-12-17
申请人： Vijay Mital , Gary Shon Katzenberger , Darryl Rubin , David George Green
发明人： Vijay Mital , Gary Shon Katzenberger , Darryl Rubin , David George Green
IPC分类号： G06F7/00 , G06F17/00 , G06F17/30
CPC分类号： G06F17/30539
摘要： A business intelligence document provides functionality for testing a hypothesis on aggregated data in a business intelligence document (e.g., a spreadsheet-like document), wherein one or more of the input data values and transformation properties are designated as constrained (e.g., invariant or constrained within a range, set, enumeration, or domain). The hypothesis, which is articulated as a data mining assertion, is input through the user interface of the business intelligence document (e.g., via an expression interface or properties of a row, column, or cell) and solved over the aggregated data. The solution is then presented through the user interface of the spreadsheet-like document, such as in a table, graph, histogram, etc.
摘要翻译：商业智能文档提供用于测试商业智能文档（例如，电子表格样文档）中的聚合数据的假设的功能，其中一个或多个输入数据值和变换属性被指定为约束的（例如，不变的或约束的在范围，集合，枚举或域中）。通过商业智能文档的用户界面（例如，经由表达式界面或行，列或单元的属性）输入被解释为数据挖掘断言的假设，并通过聚合数据进行解析。然后通过电子表格样的文档的用户界面（如表格，图形，直方图等）显示该解决方案。

6. 发明授权

US09069557B2 Business intelligence document 有权
标题翻译：商业智能文件
公开(公告)号：US09069557B2
公开(公告)日：2015-06-30
申请号：US12971462
申请日：2010-12-17
申请人： Vijay Mital , Darryl Rubin , David George Green , Gary Shon Katzenberger , Olivier Colle , Suraj Poozhiyil
发明人： Vijay Mital , Darryl Rubin , David George Green , Gary Shon Katzenberger , Olivier Colle , Suraj Poozhiyil
IPC分类号： G06F9/44 , G06F9/45 , G06F7/00
CPC分类号： G06F17/30563 , G06F8/34 , G06F9/4494 , G06F17/30011
摘要： A business intelligence (BI) document preserves references to identities and formats of remote data sources and allows a local computing device to offload analytical operations to remote data sources. The BI document specifies a graph of entities connected by directed edges from the output of one entity to an input of another entity. An entity, for example, can represent without limitation a data structure, an external data source, a control element, an external event source, a visualization, or an update service. The entities of a BI document at a local computing device can reference data at an original data source—rather than extracting data from the original data source to a preferred local datastore. An entity of the BI document can direct a remote data source to execute transformations on the remote data before returning a solution to the local computing device.
摘要翻译：商业智能（BI）文档保留对远程数据源的身份和格式的引用，并允许本地计算设备将分析操作卸载到远程数据源。 BI文件指定通过有向边从一个实体的输出连接到另一实体的输入的实体的图。例如，实体可以表示而不限于数据结构，外部数据源，控制元素，外部事件源，可视化或更新服务。本地计算设备上的BI文档的实体可以引用原始数据源的数据，而不是将数据从原始数据源提取到优选的本地数据存储区。在将解决方案返回到本地计算设备之前，BI文档的实体可以引导远程数据源对远程数据执行转换。

7. 发明申请

US20110246549A1 ADAPTIVE DISTRIBUTION OF THE PROCESSING OF HIGHLY INTERACTIVE APPLICATIONS 审中-公开
标题翻译：高度互动应用程序的自适应分配
公开(公告)号：US20110246549A1
公开(公告)日：2011-10-06
申请号：US12752961
申请日：2010-04-01
申请人： Gary Shon Katzenberger , Vijay Mital , Olivier Colle , Brian C. Beckman , Darryl Ellis Rubin
发明人： Gary Shon Katzenberger , Vijay Mital , Olivier Colle , Brian C. Beckman , Darryl Ellis Rubin
IPC分类号： G06F15/16
CPC分类号： G06F9/505
摘要： An application defined by expressions whose execution may be dynamically distributed over multiple devices. An application defined by expressions may include a number of expressions that provide a symbolic representation of computations to be performed. The application defined by expressions may have input variables and output variables and provide a solution for the output variables using the input variables and the expressions that define the application. In providing a solution for the output variables, an expression engine may determine dependencies for the expressions to be solved and distribute the solution of some of those expressions dynamically at runtime to other devices based on the capabilities of the devices, privacy and security concerns, communications bandwidth and latency, the resources available to devices, and commercial or cost implications of where the processing is done.
摘要翻译：由表达式定义的应用程序，其执行可以在多个设备上动态分布。由表达式定义的应用可以包括提供要执行的计算的符号表示的多个表达式。由表达式定义的应用程序可能具有输入变量和输出变量，并使用输入变量和定义应用程序的表达式为输出变量提供解决方案。在为输出变量提供解决方案时，表达式引擎可以确定要解决的表达式的依赖性，并且基于设备的能力，隐私和安全性关注，通信，将运行时动态地将某些表达式的解释分布到其他设备带宽和延迟，设备可用的资源以及处理完成的商业或成本影响。

8. 发明申请

US20120159333A1 REPRESENTATION OF AN INTERACTIVE DOCUMENT AS A GRAPH OF ENTITIES 有权
标题翻译：交互式文档作为实体图表示
公开(公告)号：US20120159333A1
公开(公告)日：2012-06-21
申请号：US12972249
申请日：2010-12-17
申请人： Vijay Mital , Gary Shon Katzenberger , Darryl Ellis Rubin , Andrew D. Reddish , Brian C. Beckman , Olivier Colle
发明人： Vijay Mital , Gary Shon Katzenberger , Darryl Ellis Rubin , Andrew D. Reddish , Brian C. Beckman , Olivier Colle
IPC分类号： G06F3/048
CPC分类号： G06F3/04847 , G06F9/451
摘要： Techniques for representing and publishing an interactive document useful for analyzing data. The document may be represented as a directed acyclic graph of entities interconnected by edges. The entities may be of multiple types. Yet, a broad range of interactive documents may be represented by a limited number of types of entities and the capabilities to interconnect entities of different types and to share a data schema across entities of different types. A tool may enable a user to author such documents. The tool may also facilitate publishing of the document. For publishing, the document may be converted to an executable form. Prior to such a conversion, the graph may be modified for more efficient processing. The graph may also be partitioned such that portions of the graph, when distributed across tiers of a computing system, such as a cloud-based platform, execute on computing devices that provide efficient operation.
摘要翻译：用于表示和发布用于分析数据的交互式文档的技术。文档可以被表示为通过边缘互连的实体的有向非循环图。实体可以是多种类型。然而，广泛的交互式文档可以由有限数量的实体类型表示，并且能够互连不同类型的实体并且跨越不同类型的实体共享数据模式。一个工具可以使用户能够提供这样的文档。该工具还可以促进文档的发布。对于发布，文档可能会转换为可执行形式。在进行这种转换之前，可以修改图表以进行更有效的处理。该图也可以被分区，使得当分布在诸如基于云的平台的计算系统的层上时，图的部分在提供有效操作的计算设备上执行。

9. 发明申请

US20120158643A1 Data Mining in a Business Intelligence Document 有权
标题翻译：商业智能文档中的数据挖掘
公开(公告)号：US20120158643A1
公开(公告)日：2012-06-21
申请号：US12971638
申请日：2010-12-17
申请人： Vijay Mital , Gary Shon Katzenberger , Darryl Rubin , David George Green
发明人： Vijay Mital , Gary Shon Katzenberger , Darryl Rubin , David George Green
IPC分类号： G06F17/30
CPC分类号： G06F17/30539
摘要： A business intelligence document provides functionality for testing a hypothesis on aggregated data in a business intelligence document (e.g., a spreadsheet-like document), wherein one or more of the input data values and transformation properties are designated as constrained (e.g., invariant or constrained within a range, set, enumeration, or domain). The hypothesis, which is articulated as a data mining assertion, is input through the user interface of the business intelligence document (e.g., via an expression interface or properties of a row, column, or cell) and solved over the aggregated data. The solution is then presented through the user interface of the spreadsheet-like document, such as in a table, graph, histogram, etc.
摘要翻译：商业智能文档提供用于测试商业智能文档（例如，电子表格样文档）中的聚合数据的假设的功能，其中一个或多个输入数据值和变换属性被指定为约束的（例如，不变的或约束的在范围，集合，枚举或域中）。通过商业智能文档的用户界面（例如，经由表达式界面或行，列或单元的属性）输入被解释为数据挖掘断言的假设，并通过聚合数据进行解析。然后通过电子表格样的文档的用户界面（如表格，图形，直方图等）显示该解决方案。

10. 发明授权

US09304672B2 Representation of an interactive document as a graph of entities 有权
公开(公告)号：US09304672B2
公开(公告)日：2016-04-05
申请号：US12972249
申请日：2010-12-17
申请人： Vijay Mital , Gary Shon Katzenberger , Darryl Ellis Rubin , Andrew D. Reddish , Brian C. Beckman , Olivier Colle
发明人： Vijay Mital , Gary Shon Katzenberger , Darryl Ellis Rubin , Andrew D. Reddish , Brian C. Beckman , Olivier Colle
IPC分类号： G06F3/0484 , G06F9/44
CPC分类号： G06F3/04847 , G06F9/451
摘要： Techniques for representing and publishing an interactive document useful for analyzing data. The document may be represented as a directed acyclic graph of entities interconnected by edges. The entities may be of multiple types. Yet, a broad range of interactive documents may be represented by a limited number of types of entities and the capabilities to interconnect entities of different types and to share a data schema across entities of different types. A tool may enable a user to author such documents. The tool may also facilitate publishing of the document. For publishing, the document may be converted to an executable form. Prior to such a conversion, the graph may be modified for more efficient processing. The graph may also be partitioned such that portions of the graph, when distributed across tiers of a computing system, such as a cloud-based platform, execute on computing devices that provide efficient operation.

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