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    Analytics integration server within a comprehensive framework for composing and executing analytics applications in business level languages
    74.
    发明授权
    Analytics integration server within a comprehensive framework for composing and executing analytics applications in business level languages 有权
    全面的框架中的分析集成服务器，用于以业务级语言编写和执行分析应用程序

    公开(公告)号：US08401993B2

    公开(公告)日：2013-03-19

    申请号：US12559388

    申请日：2009-09-14

    申请人： Manoj Kumar ,  Yuan Chi Chang ,  Chung-Sheng Li

    发明人： Manoj Kumar ,  Yuan Chi Chang ,  Chung-Sheng Li

    IPC分类号： G06F7/00

    CPC分类号： G06Q10/10

    摘要： Systems, methods and articles of manufacture are disclosed for building and executing analytics solutions. Such a solution may provide a comprehensive analytics solution (e.g., a risk assessment, fraud detection solution, dynamic operational risk evaluations, regulatory compliance assessments, etc.). The analytics solution may perform an analytics task using operational data distributed across a variety of independently created and governed data repositories in different departments of an organization. A framework is disclosed which allows a user (e.g., a risk analyst) to compose analytical tools that can access data from a variety of sources (both internal and external to an enterprise) and perform a variety of analytic functions.

    摘要翻译： 披露了构建和执行分析解决方案的系统，方法和制造。 这样的解决方案可以提供全面的分析解决方案（例如，风险评估，欺诈检测解决方案，动态操作风险评估，监管合规性评估等）。 分析解决方案可以使用分布在组织不同部门的各种独立创建和管理的数据存储库中的操作数据执行分析任务。 公开了允许用户（例如，风险分析员）组成可以从各种来源（企业内部和外部）访问数据并执行各种分析功能的分析工具的框架。

    Influencing behavior of enterprise operations during process enactment using provenance data
    76.
    发明授权
    Influencing behavior of enterprise operations during process enactment using provenance data 有权
    使用出处数据影响企业经营过程中的行为

    公开(公告)号：US08209204B2

    公开(公告)日：2012-06-26

    申请号：US12266052

    申请日：2008-11-06

    申请人： Sharon C. Adler ,  Francisco Phelan Curbera ,  Yurdaer Nezihi Doganata ,  Chung-Sheng Li ,  Axel Martens ,  Kevin Patrick McAuliffe ,  Huong Thu Morris ,  Nirmal K. Mukhi ,  Aleksander A. Slominski

    发明人： Sharon C. Adler ,  Francisco Phelan Curbera ,  Yurdaer Nezihi Doganata ,  Chung-Sheng Li ,  Axel Martens ,  Kevin Patrick McAuliffe ,  Huong Thu Morris ,  Nirmal K. Mukhi ,  Aleksander A. Slominski

    IPC分类号： G06F17/60

    CPC分类号： G06Q10/06 ,  G06Q10/063 ,  G06Q10/0637

    摘要： Techniques are disclosed for influencing behavior of enterprise operations during process enactment using provenance data. For example, a computer-implemented method of influencing a behavior of an enterprise process comprises the following steps. Provenance data is generated, wherein the provenance data is based on collected data associated with at least a partial actual execution of the enterprise process and is indicative of a lineage of one or more data items. A provenance graph is generated that provides a visual representation of the generated provenance data, wherein nodes of the graph represent records associated with the collected data and edges of the graph represent relations between the records. At least a portion of the generated provenance data from the graph is analyzed to generate an execution pattern corresponding to the at least partial actual execution of the enterprise process. The execution pattern is compared to one or more previously stored patterns. A determination is made as to whether or not to alter the enterprise process based on a result of the comparison.

    摘要翻译： 披露了使用原始数据在制定过程中影响企业运营行为的技术。 例如，影响企业进程行为的计算机实现方法包括以下步骤。 产生产量数据，其中原始数据基于与至少部分实际执行企业进程相关联的收集数据，并且指示一个或多个数据项的谱系。 生成一个源图，其提供所生成的来源数据的可视化表示，其中该图的节点表示与所收集的数据相关联的记录，并且该图的边表示该记录之间的关系。 分析来自图形的生成的来源数据的至少一部分，以生成与企业进程的至少部分实际执行相对应的执行模式。 将执行模式与一个或多个先前存储的模式进行比较。 根据比较结果确定是否改变企业流程。

    System and method for indexing, searching and retrieving semantic objects
    77.
    发明授权
    System and method for indexing, searching and retrieving semantic objects 有权
    用于索引，搜索和检索语义对象的系统和方法

    公开(公告)号：US08010574B2

    公开(公告)日：2011-08-30

    申请号：US12706345

    申请日：2010-02-16

    申请人： Yuan-Chi Chang ,  Matthew L. Hill ,  Chung-Sheng Li

    发明人： Yuan-Chi Chang ,  Matthew L. Hill ,  Chung-Sheng Li

    IPC分类号： G06F17/30

    CPC分类号： G06F17/30241 ,  Y10S707/954 ,  Y10S707/955

    摘要： A method and structure for storing information for one or more semantic objects derived from raw data. A semantic object extracted from the raw data and classified to comprise the semantic object is received, the received semantic object having one or more attributes. A summary of attributes of the semantic object by calculating one or more statistics of one or more of the one or more attributes of the received semantic object, a confidence level of the received semantic object that quantifies a degree of certainty that the received semantic object has been correctly classified and/or labeled; and a compact representation of raw data of the received semantic object are generated. Indexing information for one or more of the summary of attributes and the compact representation of the semantic object is generated. The semantic object, along with its associated summary of attributes, confidence level, compact representation, and indexing information, stored in a semantic object database associated with a database storing the raw data.

    摘要翻译： 一种用于存储从原始数据导出的一个或多个语义对象的信息的方法和结构。 从原始数据提取并分类为包含语义对象的语义对象被接收，所接收的语义对象具有一个或多个属性。 通过计算接收到的语义对象的一个​​或多个属性中的一个或多个属性的一个或多个统计信息，所接收的语义对象的置信水平，其量化接收到的语义对象具有的确定性程度，来对语义对象的属性进行概括 被正确分类和/或标记; 并生成接收到的语义对象的原始数据的紧凑表示。 生成一个或多个属性摘要的索引信息和语义对象的紧凑表示。 存储在与存储原始数据的数据库相关联的语义对象数据库中的语义对象及其相关联的属性摘要，置信水平，紧凑表示和索引信息。

    ANALYTICS INFORMATION DIRECTORIES WITHIN A COMPREHENSIVE FRAMEWORK FOR COMPOSING AND EXECUTING ANALYTICS APPLICATIONS IN BUSINESS LEVEL LANGUAGES
    78.
    发明申请
    ANALYTICS INFORMATION DIRECTORIES WITHIN A COMPREHENSIVE FRAMEWORK FOR COMPOSING AND EXECUTING ANALYTICS APPLICATIONS IN BUSINESS LEVEL LANGUAGES 审中-公开
    在业务层面语言中组合和执行分析应用的综合框架中的分析信息目录

    公开(公告)号：US20110066589A1

    公开(公告)日：2011-03-17

    申请号：US12559399

    申请日：2009-09-14

    申请人： Yuan Chi CHANG ,  Manoj KUMAR ,  Chung-Sheng Li

    发明人： Yuan Chi CHANG ,  Manoj KUMAR ,  Chung-Sheng Li

    IPC分类号： G06F15/16 ,  G06F17/30

    CPC分类号： G06F17/30592

    摘要： Systems, methods and articles of manufacture are disclosed for building and executing analytics solutions. Such a solution may provide a comprehensive analytics solution (e.g., a risk assessment, fraud detection solution, dynamic operational risk evaluations, regulatory compliance assessments, etc.). The analytics solution may perform an analytics task using operational data distributed across a variety of independently created and governed data repositories in different departments of an organization. A framework is disclosed which allows a user (e.g., a risk analyst) to compose analytical tools that can access data from a variety of sources (both internal and external to an enterprise) and perform a variety of analytic functions.

    摘要翻译： 披露了构建和执行分析解决方案的系统，方法和制造。 这样的解决方案可以提供全面的分析解决方案（例如，风险评估，欺诈检测解决方案，动态操作风险评估，监管合规性评估等）。 分析解决方案可以使用分布在组织不同部门的各种独立创建和管理的数据存储库中的操作数据执行分析任务。 公开了允许用户（例如，风险分析员）组成可以从各种来源（企业内部和外部）访问数据并执行各种分析功能的分析工具的框架。

    Influencing Behavior of Enterprise Operations During Process Enactment Using Provenance Data
    79.
    发明申请
    Influencing Behavior of Enterprise Operations During Process Enactment Using Provenance Data 有权
    使用出处数据影响企业运营过程中的行为

    公开(公告)号：US20100114630A1

    公开(公告)日：2010-05-06

    申请号：US12266052

    申请日：2008-11-06

    申请人： Sharon C. Adler ,  Francisco Phelan Curbera ,  Yurdaer Nezihi Doganata ,  Chung-Sheng Li ,  Axel Martens ,  Kevin Patrick McAuliffe ,  Huong Thu Morris ,  Nirmal K. Mukhi ,  Aleksander A. Slominski

    发明人： Sharon C. Adler ,  Francisco Phelan Curbera ,  Yurdaer Nezihi Doganata ,  Chung-Sheng Li ,  Axel Martens ,  Kevin Patrick McAuliffe ,  Huong Thu Morris ,  Nirmal K. Mukhi ,  Aleksander A. Slominski

    IPC分类号： G06Q10/00 ,  G06T11/20

    CPC分类号： G06Q10/06 ,  G06Q10/063 ,  G06Q10/0637

    摘要： Techniques are disclosed for influencing behavior of enterprise operations during process enactment using provenance data. For example, a computer-implemented method of influencing a behavior of an enterprise process comprises the following steps. Provenance data is generated, wherein the provenance data is based on collected data associated with at least a partial actual execution of the enterprise process and is indicative of a lineage of one or more data items. A provenance graph is generated that provides a visual representation of the generated provenance data, wherein nodes of the graph represent records associated with the collected data and edges of the graph represent relations between the records. At least a portion of the generated provenance data from the graph is analyzed to generate an execution pattern corresponding to the at least partial actual execution of the enterprise process. The execution pattern is compared to one or more previously stored patterns. A determination is made as to whether or not to alter the enterprise process based on a result of the comparison.

    摘要翻译： 披露了使用原始数据在制定过程中影响企业运营行为的技术。 例如，影响企业进程行为的计算机实现方法包括以下步骤。 产生产量数据，其中原始数据基于与至少部分实际执行企业进程相关联的收集数据，并且指示一个或多个数据项的谱系。 生成一个源图，其提供所生成的来源数据的可视化表示，其中该图的节点表示与所收集的数据相关联的记录，并且该图的边表示该记录之间的关系。 分析来自图形的生成的来源数据的至少一部分，以生成与企业进程的至少部分实际执行相对应的执行模式。 将执行模式与一个或多个先前存储的模式进行比较。 根据比较结果确定是否改变企业流程。

    Validating Compliance in Enterprise Operations Based on Provenance Data
    80.
    发明申请
    Validating Compliance in Enterprise Operations Based on Provenance Data 审中-公开
    基于产出数据验证企业运营的合规性

    公开(公告)号：US20100114628A1

    公开(公告)日：2010-05-06

    申请号：US12265986

    申请日：2008-11-06

    申请人： Sharon C. Adler ,  Francisco Phelan Curbera ,  Yurdaer Nezihi Doganata ,  Chung-Sheng Li ,  Axel Martens ,  Kevin Patrick McAuliffe ,  Huong Thu Morris ,  Nirmal K. Mukhi ,  Aleksander A. Slominski

    发明人： Sharon C. Adler ,  Francisco Phelan Curbera ,  Yurdaer Nezihi Doganata ,  Chung-Sheng Li ,  Axel Martens ,  Kevin Patrick McAuliffe ,  Huong Thu Morris ,  Nirmal K. Mukhi ,  Aleksander A. Slominski

    IPC分类号： G06Q10/00 ,  G06F7/00 ,  G06F17/27 ,  G06T11/20 ,  G06F17/30

    CPC分类号： G06Q10/063 ,  G06Q30/018

    摘要： Techniques are disclosed for validating compliance with enterprise operations based on provenance data. For example, a computer-implemented method for validating that an enterprise process is in compliance with a rule comprises the following steps. Provenance data is generated, wherein the provenance data is based on collected data associated with an actual end-to-end execution of the enterprise process and is indicative of a lineage of one or more data items. A provenance graph is generated that provides a visual representation of the generated provenance data, wherein nodes of the graph represent records associated with the collected data and edges of the graph represent relations between the records. A correlation is generated between one or more entities in the rule and one or more record types in the provenance data. One or more control points are generated in accordance with the generated correlation. A validation is performed as to whether the enterprise process is in compliance with the rule using the one or more control points.

    摘要翻译： 公开了基于来源数据验证企业运营合规性的技术。 例如，用于验证企业进程符合规则的计算机实现的方法包括以下步骤。 产生产量数据，其中来源数据基于与企业进程的实际端到端执行相关联的收集的数据，并且指示一个或多个数据项的谱系。 生成一个源图，其提供所生成的来源数据的可视化表示，其中该图的节点表示与所收集的数据相关联的记录，并且该图的边表示该记录之间的关系。 在规则中的一个或多个实体与原始数据中的一个或多个记录类型之间生成相关性。 根据生成的相关性生成一个或多个控制点。 对企业进程是否符合使用一个或多个控制点的规则进行验证。