公开(公告)号：US08019758B2

公开(公告)日：2011-09-13

申请号：US11157553

申请日：2005-06-21

申请人： Zijian Zheng ,  Frederic Behr ,  Pyungchul Kim ,  Steven Fox

发明人： Zijian Zheng ,  Frederic Behr ,  Pyungchul Kim ,  Steven Fox

IPC分类号： G06F17/00

CPC分类号： G06F17/30705

摘要： Methods for updating an information retrieval system are disclosed. In one embodiment, search terms affiliated with mappings or associations that represent a connection of relevancy between a query and an asset are pushed as content updates to a client system (e.g., as new updates or utilized to replace older data). The search terms are inserted (e.g., inserted as metadata) into corresponding content (the content associated with the asset). In this manner, content-searching data can be updated (e.g., remotely updated) as frequently as desired, even periodically, or selectively as new manually and/or automatically derived data becomes available. In another embodiment, the update data is already built into the content when it is delivered to a client machine. Other disclosed embodiments pertain to methods for generating a data mining classification model that is a blended representation of associations (e.g., query-asset associations) having different characteristics and/or different originating sources.

摘要翻译： 公开了更新信息检索系统的方法。 在一个实施例中，与表示查询和资产之间的相关性的连接的映射或关联关联的搜索项被推送到客户端系统的内容更新（例如，作为新的更新或用于替换旧的数据）。 将搜索项插入（例如，作为元数据插入）到相应的内容（与资产相关联的内容）中。 以这种方式，随着新手动和/或自动导出的数据变得可用，内容搜索数据可以根据需要频繁更新（例如，远程更新），甚至周期性地或选择性地更新。 在另一个实施例中，当将内容递送到客户机时，更新数据已经被内置到内容中。 其他公开的实施例涉及用于生成数据挖掘分类模型的方法，数据挖掘分类模型是具有不同特征和/或不同始发源的关联（例如，查询 - 资产关联）的混合表示。

公开(公告)号：US07653611B2

公开(公告)日：2010-01-26

申请号：US11093546

申请日：2005-03-30

申请人： Zijian Zheng ,  Mark B. Mydland ,  Pyungchul Kim ,  Nancy E. Jacobs

发明人： Zijian Zheng ,  Mark B. Mydland ,  Pyungchul Kim ,  Nancy E. Jacobs

IPC分类号： G06F17/30

CPC分类号： G06Q10/06 ,  G06Q10/06395

摘要： The subject invention leverages data logging of responses to diagnostic reports to provide data that can be mined for diagnostic report quality information. Instances of the subject invention provide an initial diagnostic report assessment means to facilitate review by an entity. The entity's responses to the sorted diagnostic reports are logged unobtrusively to create diagnostic report quality data. This data is then analyzed by an analysis means that can then adjust the assessment means to improve its performance. In this manner, the performance of the assessment means is increased while reducing the workload of the entity reviewing the diagnostic reports. Other instances of the subject invention facilitate to increase the performance of a diagnostic report generating means as well. Instances of the subject invention can also employ machine learning techniques to facilitate in analyzing the quality data and/or in assessing the diagnostic reports.

摘要翻译： 本发明利用对诊断报告的响应的数据记录来提供可以用于诊断报告质量信息的数据。 主题发明的实例提供了一个初步的诊断报告评估手段以便于实体审查。 对实体对排序的诊断报告的响应记录得非常显着，以创建诊断报告质量数据。 然后通过分析手段对该数据进行分析，然后可以调整评估手段以提高其性能。 以这种方式，提高评估手段的性能，同时减少审查诊断报告的实体的工作量。 本发明的其它实例有助于增加诊断报告生成装置的性能。 本发明的实例还可以采用机器学习技术以便于分析质量数据和/或评估诊断报告。

公开(公告)号：US20060241908A1

公开(公告)日：2006-10-26

申请号：US11093546

申请日：2005-03-30

申请人： Zijian Zheng ,  Mark Mydland ,  Pyungchul Kim ,  Nancy Jacobs

发明人： Zijian Zheng ,  Mark Mydland ,  Pyungchul Kim ,  Nancy Jacobs

IPC分类号： G06F19/00

CPC分类号： G06Q10/06 ,  G06Q10/06395

摘要： The subject invention leverages data logging of responses to diagnostic reports to provide data that can be mined for diagnostic report quality information. Instances of the subject invention provide an initial diagnostic report assessment means to facilitate review by an entity. The entity's responses to the sorted diagnostic reports are logged unobtrusively to create diagnostic report quality data. This data is then analyzed by an analysis means that can then adjust the assessment means to improve its performance. In this manner, the performance of the assessment means is increased while reducing the workload of the entity reviewing the diagnostic reports. Other instances of the subject invention facilitate to increase the performance of a diagnostic report generating means as well. Instances of the subject invention can also employ machine learning techniques to facilitate in analyzing the quality data and/or in assessing the diagnostic reports.

摘要翻译： 本发明利用对诊断报告的响应的数据记录来提供可以用于诊断报告质量信息的数据。 主题发明的实例提供了一个初步的诊断报告评估手段以便于实体审查。 对实体对排序的诊断报告的响应记录得非常显着，以创建诊断报告质量数据。 然后通过分析手段对该数据进行分析，然后可以调整评估手段以提高其性能。 以这种方式，提高评估手段的性能，同时减少审查诊断报告的实体的工作量。 本发明的其它实例有助于增加诊断报告生成装置的性能。 本发明的实例还可以采用机器学习技术以便于分析质量数据和/或评估诊断报告。

公开(公告)号：US07802197B2

公开(公告)日：2010-09-21

申请号：US11112683

申请日：2005-04-22

申请人： Sin Shyh Lew ,  Pyungchul Kim ,  Sanjeev Katariya ,  Zijian Zheng

发明人： Sin Shyh Lew ,  Pyungchul Kim ,  Sanjeev Katariya ,  Zijian Zheng

IPC分类号： G06F3/048

CPC分类号： G06F9/451

摘要： A system for dynamically updating user accessible features of a software application on a client computer has a user interface, a local usage data file, and a data mining engine. The user interface is adapted to receive operator inputs. The local usage data file is adapted to store usage information corresponding to the operator inputs. The data mining engine is adapted to process the stored usage information and to generate local adjustments to a user interface of the software application based on the operator inputs. In one embodiment, a server is adapted to receive usage data from a plurality of application instances on a plurality of client computers and to generate global adjustments based on the received usage data. In one embodiment, the system has a merge feature adapted to blend and resolve conflicts between local and global adjustments to generate an interface adjustment for the user interface.

摘要翻译： 用于在客户端计算机上动态地更新软件应用的用户可访问特征的系统具有用户界面，本地使用数据文件和数据挖掘引擎。 用户界面适于接收操作员输入。 本地使用数据文件适于存储对应于操作者输入的使用信息。 数据挖掘引擎适于处理存储的使用信息，并且基于操作者输入产生对软件应用的用户界面的局部调整。 在一个实施例中，服务器适于从多个客户端计算机上的多个应用实例接收使用数据，并且基于接收到的使用数据生成全局调整。 在一个实施例中，系统具有适于混合和解决局部和全局调整之间的冲突的合并特征，以生成用户界面的接口调整。

公开(公告)号：US07209924B2

公开(公告)日：2007-04-24

申请号：US10185029

申请日：2002-06-28

申请人： Jeffrey R. Bernhardt ,  Pyungchul Kim ,  C. James MacLennan ,  David Maxwell Chickering

发明人： Jeffrey R. Bernhardt ,  Pyungchul Kim ,  C. James MacLennan ,  David Maxwell Chickering

IPC分类号： G06F7/14 ,  G06F17/10

CPC分类号： G06N5/025 ,  Y10S707/99931 ,  Y10S707/99942 ,  Y10S707/99943

摘要： Continuous attributes are used as input attributes in decision tree creation. Buckets are created by dividing the range of values for the continuous attribute into sub-ranges of equal extent. These buckets form initial partitions. Mergers of adjacent partitions are considered to determine score gains from such mergers, and the most useful mergers occur. The resulting partitions are used as the discretization of the continuous attribute for use as an input attribute.

摘要翻译： 连续属性被用作决策树创建中的输入属性。 通过将连续属性的值的范围除以相等程度的子范围来创建桶。 这些桶形成初始分区。 相邻分区的合并被认为是从这样的合并确定得分收益，并且最有用的合并发生。 所得到的分区用作连续属性的离散化，用作输入属性。